Add GitHub ML run 20260924T200837000000Z-63e95503

coverage/20260924T200837000000Z-63e95503.json

@@ -0,0 +1,26 @@
+{
+  "complete_sweep": false,
+  "date_field": "created",
+  "end": "2026-09-24",
+  "mode": "historical-sample",
+  "queries": [
+    {
+      "coverage_gap": false,
+      "coverage_gap_reason": null,
+      "incomplete_results": false,
+      "pages_scanned": 1,
+      "query": "\"ad ranking\" in:description created:2026-01-01..2026-09-24",
+      "query_id": "applied.ad-ranking",
+      "repositories_observed_on_last_page": 21,
+      "sampled_first_page": true,
+      "search_limit_reached": false,
+      "status": "complete",
+      "total_count": 21,
+      "year": 2026
+    }
+  ],
+  "requests_used": 1,
+  "run_id": "20260924T200837000000Z-63e95503",
+  "start_year": 2008,
+  "started_at": "2026-09-24T20:08:37Z"
+}

data/observations/2026/09/24/20260924T200837000000Z-63e95503.jsonl

@@ -0,0 +1,21 @@
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+{"archived":false,"candidate_status":"candidate","created_at":"2026-03-04T17:27:22Z","description":"algorithmic-problem-solving-js │ ├── README.md │ ├── concurrent-requests │   └── solution.js │ ├── taxi-ride-chaining │   └── solution.js │ ├── geo-targeted-ad-ranking │   └── solution.js │ └── service-time-window     └── solution.js","domains":["ad-ranking","advertising"],"fork":false,"forks":0,"github_id":1172785206,"homepage":null,"language":null,"license":null,"methods":[],"name":"DiegoKazadi/algorithmic-problem-solving-js","novelty_signals":["description","query-match","repository-metadata"],"observed_at":"2026-09-24T20:08:37Z","pushed_at":"2026-03-04T17:27:22Z","query_ids":["applied.ad-ranking"],"stars":0,"topics":[],"updated_at":"2026-03-04T17:27:22Z","url":"https://github.com/DiegoKazadi/algorithmic-problem-solving-js"}
+{"archived":false,"candidate_status":"candidate","created_at":"2026-03-09T06:06:52Z","description":"Ad ranking forecasting platform","domains":["ad-ranking","advertising","time-series-and-forecasting"],"fork":false,"forks":0,"github_id":1176551045,"homepage":null,"language":"Python","license":null,"methods":[],"name":"narendersurabhi/ad-ranking-forecasting-platform","novelty_signals":["description","query-match","repository-metadata"],"observed_at":"2026-09-24T20:08:37Z","pushed_at":"2026-03-19T20:20:48Z","query_ids":["applied.ad-ranking"],"stars":0,"topics":[],"updated_at":"2026-03-19T20:20:54Z","url":"https://github.com/narendersurabhi/ad-ranking-forecasting-platform"}
+{"archived":false,"candidate_status":"candidate","created_at":"2026-03-15T19:25:21Z","description":"End‑to‑end ad ranking engine that serves ads via a Go HTTP ad server, scores candidates with a Python/FastAPI CTR model, logs impressions and clicks to Kafka + SQLite, and exposes a React dashboard for campaigns, ads, and optimization suggestions.","domains":["ad-ranking","advertising"],"fork":false,"forks":0,"github_id":1182635667,"homepage":null,"language":"Go","license":null,"methods":[],"name":"vanshika5605/ad-ranking-engine","novelty_signals":["description","query-match","repository-metadata"],"observed_at":"2026-09-24T20:08:37Z","pushed_at":"2026-03-16T14:44:22Z","query_ids":["applied.ad-ranking"],"stars":0,"topics":[],"updated_at":"2026-03-16T14:44:30Z","url":"https://github.com/vanshika5605/ad-ranking-engine"}
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+{"archived":false,"candidate_status":"candidate","created_at":"2026-05-23T17:48:21Z","description":"CTR prediction, candidate ad ranking, cold-start handling, drift monitoring, and low-latency ML serving for contextual ad systems.","domains":["ad-ranking","advertising"],"fork":false,"forks":0,"github_id":1247731146,"homepage":null,"language":"Python","license":null,"methods":[],"name":"SanthoshBotcha/contextual-ctr-ranking-system","novelty_signals":["description","github-topics","query-match","repository-metadata"],"observed_at":"2026-09-24T20:08:37Z","pushed_at":"2026-07-08T00:00:17Z","query_ids":["applied.ad-ranking"],"stars":0,"topics":["ad-ranking","cold-start","ctr-prediction","drift-detection","lightgbm","machine-learning","mlops","ranking-systems"],"updated_at":"2026-07-08T00:03:20Z","url":"https://github.com/SanthoshBotcha/contextual-ctr-ranking-system"}
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state/historical-sample.json

@@ -10,7 +10,7 @@
     },
     {
       "id": "applied.algorithmic-trading",
-      "query": "\"algorithmic trading\" in:description"
+      "query": "\"algorithmic trading\" \"machine learning\" in:readme"
     },
     {
       "id": "applied.causal-inference",
@@ -38,7 +38,7 @@
     },
     {
       "id": "applied.customer-segmentation",
-      "query": "\"customer segmentation\" in:readme"
+      "query": "\"customer segmentation\" \"machine learning\" in:description,readme"
     },
     {
       "id": "applied.cybersecurity-ml",
@@ -50,7 +50,7 @@
     },
     {
       "id": "applied.dynamic-pricing",
-      "query": "\"dynamic pricing\" in:readme"
+      "query": "\"dynamic pricing\" \"machine learning\" in:description,readme"
     },
     {
       "id": "applied.ecological-forecasting",
@@ -66,7 +66,7 @@
     },
     {
       "id": "applied.fraud-detection",
-      "query": "\"fraud detection\" in:readme"
+      "query": "\"fraud detection\" \"machine learning\" in:description,readme"
     },
     {
       "id": "applied.industrial-defect-detection",
@@ -482,7 +482,7 @@
     },
     {
       "id": "efficiency.inference-systems",
-      "query": "\"inference engine\" in:description"
+      "query": "\"inference engine\" \"machine learning\" in:description,readme"
     },
     {
       "id": "efficiency.knowledge-distillation",
@@ -548,6 +548,122 @@
       "id": "efficiency.speculative-decoding",
       "query": "\"speculative decoding\" in:description"
     },
+    {
+      "id": "gap2026.archaeology-ml",
+      "query": "\"machine learning archaeology\" in:description,readme"
+    },
+    {
+      "id": "gap2026.climate-downscaling",
+      "query": "\"machine learning climate downscaling\" in:description,readme"
+    },
+    {
+      "id": "gap2026.clinical-ehr-representation",
+      "query": "\"electronic health record\" representation learning in:description,readme"
+    },
+    {
+      "id": "gap2026.clinical-risk-prediction",
+      "query": "\"clinical risk prediction\" machine learning in:description,readme"
+    },
+    {
+      "id": "gap2026.clinical-survival-ml",
+      "query": "\"survival analysis\" deep learning clinical in:description,readme"
+    },
+    {
+      "id": "gap2026.clinical-treatment-effect",
+      "query": "\"treatment effect estimation\" clinical in:description,readme"
+    },
+    {
+      "id": "gap2026.clinical-trial-matching",
+      "query": "\"clinical trial matching\" machine learning in:description,readme"
+    },
+    {
+      "id": "gap2026.econometrics-causal-forest",
+      "query": "\"causal forest\" econometrics in:description,readme"
+    },
+    {
+      "id": "gap2026.econometrics-double-ml",
+      "query": "\"double machine learning\" econometrics in:description,readme"
+    },
+    {
+      "id": "gap2026.econometrics-heterogeneous-effects",
+      "query": "\"heterogeneous treatment effects\" machine learning economics in:description,readme"
+    },
+    {
+      "id": "gap2026.econometrics-policy-learning",
+      "query": "\"policy learning\" causal machine learning economics in:description,readme"
+    },
+    {
+      "id": "gap2026.forecasting-count-data",
+      "query": "\"count time series forecasting\" neural in:description,readme"
+    },
+    {
+      "id": "gap2026.forecasting-hierarchical",
+      "query": "\"hierarchical time series forecasting\" machine learning in:description,readme"
+    },
+    {
+      "id": "gap2026.forecasting-intermittent-demand",
+      "query": "\"intermittent demand forecasting\" machine learning in:description,readme"
+    },
+    {
+      "id": "gap2026.forecasting-quantile",
+      "query": "\"neural quantile forecasting\" in:description,readme"
+    },
+    {
+      "id": "gap2026.green-ai-carbon",
+      "query": "\"carbon emissions\" machine learning training in:description,readme"
+    },
+    {
+      "id": "gap2026.green-ai-carbon-aware-scheduling",
+      "query": "\"carbon-aware\" machine learning scheduling in:description,readme"
+    },
+    {
+      "id": "gap2026.green-ai-efficient-inference",
+      "query": "\"energy efficient inference\" neural network in:description,readme"
+    },
+    {
+      "id": "gap2026.green-ai-energy",
+      "query": "\"energy efficient machine learning\" in:description,readme"
+    },
+    {
+      "id": "gap2026.math-learned-optimization",
+      "query": "\"learned optimizer\" optimization algorithm in:description,readme"
+    },
+    {
+      "id": "gap2026.math-neural-combinatorial-optimization",
+      "query": "\"neural combinatorial optimization\" in:description,readme"
+    },
+    {
+      "id": "gap2026.neuroimaging-connectome",
+      "query": "\"connectome prediction\" machine learning in:description,readme"
+    },
+    {
+      "id": "gap2026.neuroimaging-eeg",
+      "query": "\"EEG deep learning\" in:description,readme"
+    },
+    {
+      "id": "gap2026.neuroimaging-fmri",
+      "query": "\"fMRI machine learning\" in:description,readme"
+    },
+    {
+      "id": "gap2026.neuroimaging-neural-decoding",
+      "query": "\"neural decoding\" machine learning in:description,readme"
+    },
+    {
+      "id": "gap2026.physics-differentiable-simulation",
+      "query": "\"differentiable physics simulation\" in:description,readme"
+    },
+    {
+      "id": "gap2026.physics-inverse-problem",
+      "query": "\"inverse problems\" neural network physics in:description,readme"
+    },
+    {
+      "id": "gap2026.physics-neural-pde-solver",
+      "query": "\"neural PDE solver\" in:description,readme"
+    },
+    {
+      "id": "gap2026.physics-quantum-ml",
+      "query": "\"quantum machine learning\" physics in:description,readme"
+    },
     {
       "id": "general.active-learning",
       "query": "\"active learning\" in:description"
@@ -558,7 +674,7 @@
     },
     {
       "id": "general.arxiv",
-      "query": "arxiv in:description"
+      "query": "arxiv \"machine learning\" in:description,readme"
     },
     {
       "id": "general.automated-machine-learning",
@@ -574,7 +690,7 @@
     },
     {
       "id": "general.clustering",
-      "query": "clustering in:description"
+      "query": "\"clustering algorithm\" \"machine learning\" in:description,readme"
     },
     {
       "id": "general.continual-learning",
@@ -690,7 +806,7 @@
     },
     {
       "id": "general.research-code",
-      "query": "\"research code\" in:description"
+      "query": "\"research code\" \"machine learning\" in:description,readme"
     },
     {
       "id": "general.self-supervised-learning",
@@ -2136,3506 +2252,9 @@
     "completed": {
       "applied.ad-ranking": {
         "query": "\"ad ranking\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.agricultural-ml": {
-        "query": "\"agricultural machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.algorithmic-trading": {
-        "query": "\"algorithmic trading\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.causal-inference": {
-        "query": "\"causal inference\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.churn-prediction": {
-        "query": "\"customer churn prediction\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.click-through-rate": {
-        "query": "\"click-through rate prediction\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.collaborative-filtering": {
-        "query": "\"collaborative filtering\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.credit-scoring": {
-        "query": "\"credit scoring\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.customer-lifetime-value": {
-        "query": "\"customer lifetime value\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.customer-segmentation": {
-        "query": "\"customer segmentation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.cybersecurity-ml": {
-        "query": "\"machine learning\" cybersecurity in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.demand-forecasting": {
-        "query": "\"demand forecasting\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.dynamic-pricing": {
-        "query": "\"dynamic pricing\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.ecological-forecasting": {
-        "query": "\"ecological forecasting\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.educational-data-mining": {
-        "query": "\"educational data mining\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.energy-load-forecasting": {
-        "query": "\"load forecasting\" energy in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.fraud-detection": {
-        "query": "\"fraud detection\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.industrial-defect-detection": {
-        "query": "\"industrial defect detection\" \"deep learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.intrusion-detection": {
-        "query": "\"intrusion detection\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.inventory-optimization": {
-        "query": "\"inventory optimization\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.learning-to-rank": {
-        "query": "\"learning to rank\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.malware-detection": {
-        "query": "\"malware detection\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.ml-econometrics": {
-        "query": "\"machine learning econometrics\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.plant-disease-detection": {
-        "query": "\"plant disease detection\" \"deep learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.portfolio-optimization": {
-        "query": "\"portfolio optimization\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.predictive-maintenance": {
-        "query": "\"predictive maintenance\" industrial in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.process-mining-prediction": {
-        "query": "\"predictive process monitoring\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.quantitative-finance": {
-        "query": "\"quantitative finance\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.recommender-systems": {
-        "query": "\"recommender system\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.search-ranking": {
-        "query": "\"search ranking\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.species-distribution-modeling": {
-        "query": "\"species distribution modeling\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.supply-chain-optimization": {
-        "query": "\"supply chain optimization\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.tabular-ml": {
-        "query": "\"tabular data\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.time-series-forecasting": {
-        "query": "\"time series forecasting\" manufacturing in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.traffic-prediction": {
-        "query": "\"traffic prediction\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "applied.uplift-modeling": {
-        "query": "\"uplift modeling\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-acoustic-event-classification": {
-        "query": "\"acoustic scene classification\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-anomaly-detection": {
-        "query": "\"audio anomaly detection\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-asr": {
-        "query": "\"automatic speech recognition\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-audio-captioning": {
-        "query": "\"audio captioning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-audio-classification": {
-        "query": "\"audio classification\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-audio-question-answering": {
-        "query": "\"audio question answering\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-audio-super-resolution": {
-        "query": "\"audio super-resolution\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-generation": {
-        "query": "\"audio generation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-keyword-spotting": {
-        "query": "\"keyword spotting\" audio in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-music-generation": {
-        "query": "\"music generation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-music-information-retrieval": {
-        "query": "\"music information retrieval\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-music-recommendation": {
-        "query": "\"music recommendation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-music-source-separation": {
-        "query": "\"music source separation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-music-transcription": {
-        "query": "\"automatic music transcription\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-neural-codec": {
-        "query": "\"neural audio codec\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-sound-event-detection": {
-        "query": "\"sound event detection\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-source-separation": {
-        "query": "\"audio source separation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-speaker-diarization": {
-        "query": "\"speaker diarization\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-speaker-verification": {
-        "query": "\"speaker verification\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-speech-emotion-recognition": {
-        "query": "\"speech emotion recognition\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-speech-enhancement": {
-        "query": "\"speech enhancement\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-speech-synthesis": {
-        "query": "\"speech synthesis\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-speech-to-text": {
-        "query": "\"speech to text\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-speech-translation": {
-        "query": "\"speech translation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-text-to-audio": {
-        "query": "\"text to audio\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-text-to-speech": {
-        "query": "\"text to speech\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "audio-voice-conversion": {
-        "query": "\"voice conversion\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.cell-atlas": {
-        "query": "\"cell atlas\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.chemical-biology": {
-        "query": "\"protein function prediction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.crispr": {
-        "query": "\"CRISPR screen\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.dna-language-models": {
-        "query": "\"DNA language model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.gene-regulatory-networks": {
-        "query": "\"gene regulatory network\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.genome-assembly": {
-        "query": "\"genome assembly\" \"neural network\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.genomics": {
-        "query": "\"genomics\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.inverse-folding": {
-        "query": "\"inverse folding\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.metagenomics": {
-        "query": "\"metagenomic classification\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.microbiome": {
-        "query": "\"microbiome\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.microscopy-cell-analysis": {
-        "query": "\"cell segmentation\" microscopy in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.molecular-dynamics": {
-        "query": "\"molecular dynamics\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.molecular-force-fields": {
-        "query": "\"machine learning force field\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.phylogenetics": {
-        "query": "\"phylogenetics\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.protein-design": {
-        "query": "\"protein design\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.protein-folding": {
-        "query": "\"protein folding\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.protein-interactions": {
-        "query": "\"protein-protein interaction prediction\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.protein-structure": {
-        "query": "\"protein structure prediction\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.regulatory-sequence-modeling": {
-        "query": "enhancer prediction genomics in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.rna-language-models": {
-        "query": "\"RNA language model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.rna-structure": {
-        "query": "\"RNA structure prediction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.scrna-seq": {
-        "query": "\"scRNA-seq\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.single-cell": {
-        "query": "\"single-cell\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.spatial-transcriptomics": {
-        "query": "\"spatial transcriptomics\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.transcriptomics": {
-        "query": "\"transcriptomics\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "bio.variant-effects": {
-        "query": "\"variant effect prediction\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-admet": {
-        "query": "\"ADMET prediction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-binding-affinity": {
-        "query": "\"binding affinity prediction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-catalyst-discovery": {
-        "query": "\"catalyst discovery\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-cheminformatics": {
-        "query": "topic:cheminformatics",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-drug-discovery": {
-        "query": "\"drug discovery\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-interatomic-potentials": {
-        "query": "\"machine learning interatomic potential\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-molecular-docking": {
-        "query": "\"molecular docking\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-molecular-dynamics": {
-        "query": "\"molecular dynamics\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-molecular-generation": {
-        "query": "\"molecular generation\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-molecular-property-benchmark": {
-        "query": "MoleculeNet in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-molecular-spectroscopy": {
-        "query": "molecular spectroscopy \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-property-prediction": {
-        "query": "\"molecular property prediction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-protein-ligand-docking": {
-        "query": "\"protein-ligand docking\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-quantum-chemistry": {
-        "query": "\"quantum chemistry\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-reaction-conditions": {
-        "query": "\"reaction condition prediction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-reaction-prediction": {
-        "query": "\"reaction prediction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-reaction-yield": {
-        "query": "\"reaction yield prediction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-retrosynthesis": {
-        "query": "\"computer aided synthesis planning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-retrosynthesis-planning": {
-        "query": "retrosynthesis in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "chem-virtual-screening": {
-        "query": "\"virtual screening\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.activation-checkpointing": {
-        "query": "\"activation checkpointing\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.automl": {
-        "query": "AutoML in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.communication-efficient-training": {
-        "query": "\"communication efficient training\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.compiler-optimization": {
-        "query": "\"machine learning compiler\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.distributed-training": {
-        "query": "\"distributed training\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.edge-ai": {
-        "query": "\"edge AI\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.energy-efficient-ml": {
-        "query": "\"energy efficient machine learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.flash-attention": {
-        "query": "\"FlashAttention\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.gpu-kernels": {
-        "query": "\"GPU kernel\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.gradient-optimization": {
-        "query": "\"gradient-based optimization\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.hyperparameter-optimization": {
-        "query": "\"hyperparameter optimization\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.inference-systems": {
-        "query": "\"inference engine\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.knowledge-distillation": {
-        "query": "\"knowledge distillation\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.kv-cache": {
-        "query": "\"KV cache\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.lora": {
-        "query": "LoRA in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.low-rank-factorization": {
-        "query": "\"low-rank factorization\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.mixed-precision-training": {
-        "query": "\"mixed precision training\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.mixture-of-experts": {
-        "query": "\"mixture of experts\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.model-compression": {
-        "query": "\"model compression\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.neural-architecture-search": {
-        "query": "\"neural architecture search\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.optimizer-state-sharding": {
-        "query": "\"optimizer state sharding\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.parameter-efficient-finetuning": {
-        "query": "\"parameter-efficient fine-tuning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.post-training-quantization": {
-        "query": "\"post-training quantization\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.pruning": {
-        "query": "pruning in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.quantization": {
-        "query": "quantization in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.quantization-aware-training": {
-        "query": "\"quantization-aware training\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.sparse-neural-networks": {
-        "query": "\"sparse neural network\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "efficiency.speculative-decoding": {
-        "query": "\"speculative decoding\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.active-learning": {
-        "query": "\"active learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.artificial-intelligence-description": {
-        "query": "\"artificial intelligence\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.arxiv": {
-        "query": "arxiv in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.automated-machine-learning": {
-        "query": "\"automated machine learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.bayesian-deep-learning": {
-        "query": "\"Bayesian deep learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.bayesian-optimization": {
-        "query": "\"Bayesian optimization\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.clustering": {
-        "query": "clustering in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.continual-learning": {
-        "query": "\"continual learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.contrastive-learning": {
-        "query": "\"contrastive learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.decision-trees": {
-        "query": "\"decision tree\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.deep-learning-description": {
-        "query": "\"deep learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.deep-learning-readme": {
-        "query": "\"deep learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.dimensionality-reduction": {
-        "query": "\"dimensionality reduction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.domain-adaptation": {
-        "query": "\"domain adaptation\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.gaussian-mixture-models": {
-        "query": "\"Gaussian mixture model\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.gaussian-process": {
-        "query": "\"Gaussian process\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.gradient-boosting": {
-        "query": "\"gradient boosting\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.hidden-markov-models": {
-        "query": "\"hidden Markov model\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.logistic-regression": {
-        "query": "\"logistic regression\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.machine-learning-description": {
-        "query": "\"machine learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.machine-learning-readme": {
-        "query": "\"machine learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.matrix-factorization": {
-        "query": "\"matrix factorization\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.meta-learning": {
-        "query": "\"meta-learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.metric-learning": {
-        "query": "\"metric learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.model-architecture": {
-        "query": "\"model architecture\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.multi-task-learning": {
-        "query": "\"multi-task learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.naive-bayes": {
-        "query": "\"naive Bayes\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.nearest-neighbors": {
-        "query": "\"nearest neighbors\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.neural-network": {
-        "query": "\"neural network\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.neural-processes": {
-        "query": "\"neural processes\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.normalizing-flows": {
-        "query": "\"normalizing flows\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.novel-method": {
-        "query": "\"novel method\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.paper-implementation": {
-        "query": "\"paper implementation\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.probabilistic-programming": {
-        "query": "\"probabilistic programming\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.random-forest": {
-        "query": "\"random forest\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.research-code": {
-        "query": "\"research code\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.self-supervised-learning": {
-        "query": "\"self-supervised learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.semi-supervised-learning": {
-        "query": "\"semi-supervised learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.support-vector-machine": {
-        "query": "\"support vector machine\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.topic-artificial-intelligence": {
-        "query": "topic:artificial-intelligence",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.topic-deep-learning": {
-        "query": "topic:deep-learning",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "general.topic-machine-learning": {
-        "query": "topic:machine-learning",
-        "years": [
-          2026
-        ]
-      },
-      "general.transfer-learning": {
-        "query": "\"transfer learning\" in:description,readme",
-        "years": [
-          2026
-        ]
-      },
-      "general.weak-supervision": {
-        "query": "\"weak supervision\" \"machine learning\" in:description,readme",
         "years": [
           2026
         ]
-      },
-      "geo.building-footprints": {
-        "query": "\"building footprint extraction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.change-detection": {
-        "query": "\"remote sensing change detection\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.climate-mapping": {
-        "query": "\"climate downscaling\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.crop-monitoring": {
-        "query": "\"crop yield prediction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.earth-observation-models": {
-        "query": "\"Earth observation model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.environmental-monitoring": {
-        "query": "\"environmental monitoring\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.flood-mapping": {
-        "query": "\"flood mapping\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.foundation-models-earth": {
-        "query": "\"Earth observation foundation model\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.geospatial-foundation-models": {
-        "query": "\"geospatial foundation model\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.geospatial-knowledge-graph": {
-        "query": "\"geospatial knowledge graph\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.hydrology": {
-        "query": "\"hydrology machine learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.land-cover": {
-        "query": "\"land cover\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.land-use": {
-        "query": "\"land use\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.lidar": {
-        "query": "LiDAR in:description \"deep learning\"",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.mobility-modeling": {
-        "query": "\"human mobility\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.object-detection": {
-        "query": "\"object detection\" \"remote sensing\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.ocean-remote-sensing": {
-        "query": "\"ocean remote sensing\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.precipitation-forecasting": {
-        "query": "\"precipitation forecasting\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.sar-imagery": {
-        "query": "\"synthetic aperture radar\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.satellite-imagery": {
-        "query": "\"satellite imagery\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.topic-earth-observation": {
-        "query": "topic:earth-observation",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.topic-geospatial": {
-        "query": "topic:geospatial",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.topic-gis": {
-        "query": "topic:gis",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.topic-remote-sensing": {
-        "query": "topic:remote-sensing",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.trajectory-prediction": {
-        "query": "\"trajectory prediction\" geospatial in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.urban-sensing": {
-        "query": "\"urban remote sensing\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "geo.wildfire-mapping": {
-        "query": "\"wildfire detection\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.e3-equivariance": {
-        "query": "\"E(3)-equivariant\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.equivariant-networks": {
-        "query": "\"equivariant neural network\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.geometric-learning": {
-        "query": "\"geometric deep learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.gnn-description": {
-        "query": "\"graph neural network\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.graph-anomaly-detection": {
-        "query": "\"graph anomaly detection\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.graph-classification": {
-        "query": "\"graph classification\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.graph-contrastive-learning": {
-        "query": "\"graph contrastive learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.graph-diffusion": {
-        "query": "\"graph diffusion model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.graph-foundation-model": {
-        "query": "\"graph foundation model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.graph-generation": {
-        "query": "\"graph generation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.graph-transformer": {
-        "query": "\"graph transformer\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.hypergraph-neural-network": {
-        "query": "\"hypergraph neural network\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.knowledge-graph-embedding": {
-        "query": "\"knowledge graph embedding\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.knowledge-graphs": {
-        "query": "topic:knowledge-graph",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.link-prediction": {
-        "query": "\"link prediction\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.manifold-learning": {
-        "query": "\"manifold learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.mesh-graph-learning": {
-        "query": "\"mesh graph neural network\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.molecular-graphs": {
-        "query": "\"molecular graph neural network\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.neural-ode-graph": {
-        "query": "\"graph neural ODE\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.persistent-homology": {
-        "query": "\"persistent homology\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.point-cloud-learning": {
-        "query": "\"point cloud deep learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.point-clouds": {
-        "query": "topic:point-cloud",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.representation-learning": {
-        "query": "\"graph representation learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.signal-processing": {
-        "query": "\"graph signal processing\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.temporal-learning": {
-        "query": "\"temporal graph\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.topic-gnn": {
-        "query": "topic:graph-neural-network",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "graph.topological-ml": {
-        "query": "\"topological machine learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm-code-generation": {
-        "query": "\"code generation\" \"language model\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm-reasoning": {
-        "query": "\"reasoning model\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm-retrieval-augmented-generation": {
-        "query": "\"retrieval-augmented generation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm-text-to-speech": {
-        "query": "\"text-to-speech\" \"language model\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.agents": {
-        "query": "topic:ai-agents",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.ai-agent": {
-        "query": "\"AI agent\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.alignment": {
-        "query": "\"alignment\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.diffusion": {
-        "query": "topic:diffusion-model",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.diffusion-phrase": {
-        "query": "\"diffusion model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.evaluation": {
-        "query": "\"LLM evaluation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.finetuning": {
-        "query": "\"fine-tuning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.foundation-models": {
-        "query": "\"foundation model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.generative-ai": {
-        "query": "\"generative AI\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.instruction-tuning": {
-        "query": "\"instruction tuning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.language-model": {
-        "query": "\"language model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.language-models": {
-        "query": "topic:large-language-models",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.large-language-model": {
-        "query": "\"large language model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.long-context": {
-        "query": "\"long context\" \"language model\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.multimodal": {
-        "query": "\"multimodal language model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.parameter-efficient-finetuning": {
-        "query": "\"parameter-efficient fine-tuning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.preference-optimization": {
-        "query": "\"direct preference optimization\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.quantization": {
-        "query": "\"LLM quantization\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.speculative-decoding": {
-        "query": "\"speculative decoding\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.synthetic-data": {
-        "query": "\"synthetic data\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.synthetic-data-generation": {
-        "query": "\"synthetic data generation\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.test-time-compute": {
-        "query": "\"test-time compute\" \"language model\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "llm.transformers": {
-        "query": "\"transformer\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "materials-battery": {
-        "query": "\"battery materials\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "materials-crystal-generation": {
-        "query": "\"crystal structure generation\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "materials-crystal-graph": {
-        "query": "\"crystal graph\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "materials-dft-prediction": {
-        "query": "\"density functional theory\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "materials-informatics": {
-        "query": "\"materials informatics\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "materials-perovskite": {
-        "query": "perovskite in:description \"machine learning\"",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "materials-polymer-informatics": {
-        "query": "polymer informatics in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.clinical-decision-support": {
-        "query": "\"clinical decision support\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.clinical-nlp": {
-        "query": "\"clinical natural language processing\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.clinical-time-series": {
-        "query": "\"clinical time series\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.clinical-trials": {
-        "query": "\"clinical trial prediction\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.dermatology": {
-        "query": "dermatology AI dermoscopy in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.diagnosis-prediction": {
-        "query": "\"diagnosis prediction\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.drug-response": {
-        "query": "\"drug response prediction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.ecg": {
-        "query": "ECG \"deep learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.eeg": {
-        "query": "EEG \"deep learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.ehr": {
-        "query": "\"electronic health record\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.genomics": {
-        "query": "\"clinical genomics\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.histopathology": {
-        "query": "\"histopathology image analysis\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.medical-image-reconstruction": {
-        "query": "\"MRI reconstruction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.medical-image-registration": {
-        "query": "\"medical image registration\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.medical-image-segmentation": {
-        "query": "\"medical image segmentation\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.medical-imaging": {
-        "query": "\"medical imaging\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.medical-language-model": {
-        "query": "\"medical language model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.medical-robotics": {
-        "query": "\"surgical robotics\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.neural-decoding": {
-        "query": "\"neural data decoding\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.neuroimaging": {
-        "query": "\"neuroimaging machine learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.ophthalmology": {
-        "query": "ophthalmology AI retinal in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.pathology": {
-        "query": "\"computational pathology\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.pathology-foundation-model": {
-        "query": "\"pathology foundation model\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.patient-risk": {
-        "query": "\"patient deterioration prediction\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.radiology": {
-        "query": "\"radiology machine learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.survival-analysis": {
-        "query": "clinical survival prediction in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "medical.wearable-health": {
-        "query": "\"wearable health monitoring\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.3d-generation": {
-        "query": "\"3D generation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.3d-human-pose": {
-        "query": "\"3D human pose estimation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.3d-object-detection": {
-        "query": "\"3D object detection\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.3d-reconstruction": {
-        "query": "\"3D reconstruction\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.audio-visual-learning": {
-        "query": "\"audio visual learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.embodied-world-models": {
-        "query": "\"embodied world model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.gaussian-splatting": {
-        "query": "\"Gaussian splatting\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.image-text": {
-        "query": "\"image-text\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.image-to-3d": {
-        "query": "\"image to 3D\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.image-to-video": {
-        "query": "\"image to video\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.motion-generation": {
-        "query": "\"human motion generation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.nerf": {
-        "query": "topic:nerf",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.neural-rendering": {
-        "query": "\"neural rendering\" \"radiance fields\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.point-cloud": {
-        "query": "\"point cloud\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.scene-understanding": {
-        "query": "\"scene understanding\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.text-to-3d": {
-        "query": "\"text to 3D\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.text-to-image": {
-        "query": "\"text-to-image\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.text-to-video": {
-        "query": "\"text-to-video\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.video-language-model": {
-        "query": "\"video language model\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.video-question-answering": {
-        "query": "\"video question answering\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.video-understanding": {
-        "query": "\"video-language\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.vision-language": {
-        "query": "\"vision-language\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.visual-question-answering": {
-        "query": "\"visual question answering\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.vlm": {
-        "query": "\"vision-language model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "multimodal.world-models": {
-        "query": "\"world model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp-bm25-retrieval": {
-        "query": "BM25 retrieval in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp-document-retrieval": {
-        "query": "\"document retrieval\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp-entity-linking": {
-        "query": "\"entity linking\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp-natural-language-inference": {
-        "query": "\"natural language inference\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp-query-understanding": {
-        "query": "\"query understanding\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp-sparse-retrieval": {
-        "query": "\"sparse retrieval\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp-speech-language-modeling": {
-        "query": "\"speech language model\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.coreference-resolution": {
-        "query": "\"coreference resolution\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.cross-encoder-reranking": {
-        "query": "\"cross-encoder\" \"reranking\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.dense-retrieval": {
-        "query": "\"dense retrieval\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.dependency-parsing": {
-        "query": "\"dependency parsing\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.dialogue-systems": {
-        "query": "\"dialogue system\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.information-extraction": {
-        "query": "\"information extraction\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.language-modeling": {
-        "query": "\"language modeling\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.machine-translation": {
-        "query": "\"machine translation\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.named-entity-recognition": {
-        "query": "\"named entity recognition\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.neural-reranking": {
-        "query": "\"neural reranking\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.question-answering": {
-        "query": "\"question answering\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.rag": {
-        "query": "\"retrieval augmented generation\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.semantic-search": {
-        "query": "\"semantic search\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.sentence-embeddings": {
-        "query": "\"sentence embeddings\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.subword-tokenization": {
-        "query": "\"subword tokenization\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.text-classification": {
-        "query": "\"text classification\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.text-generation": {
-        "query": "\"text generation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.text-summarization": {
-        "query": "\"text summarization\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "nlp.topic-modeling": {
-        "query": "\"topic modeling\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "recall.archaeological-remote-sensing": {
-        "query": "archaeology \"remote sensing\" in:name,description,readme",
-        "years": [
-          2026
-        ]
-      },
-      "rl.bandits": {
-        "query": "\"multi-armed bandit\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.continual": {
-        "query": "\"continual reinforcement learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.core": {
-        "query": "topic:reinforcement-learning",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.deep": {
-        "query": "\"deep reinforcement learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.deep-q-learning": {
-        "query": "\"deep q-learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.distributional": {
-        "query": "\"distributional reinforcement learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.exploration": {
-        "query": "\"reinforcement learning exploration\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.games": {
-        "query": "topic:game-ai",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.hierarchical": {
-        "query": "\"hierarchical reinforcement learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.imitation-learning": {
-        "query": "\"imitation learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.inverse": {
-        "query": "\"inverse reinforcement learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.model-based": {
-        "query": "\"model-based reinforcement learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.model-free": {
-        "query": "\"model-free reinforcement learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.multiagent": {
-        "query": "\"multi-agent reinforcement learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.offline": {
-        "query": "\"offline reinforcement learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.planning": {
-        "query": "\"reinforcement learning planning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.policy-gradient": {
-        "query": "\"policy gradient\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.ppo": {
-        "query": "\"proximal policy optimization\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.preference": {
-        "query": "\"preference-based reinforcement learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.reinforcement-learning-from-human-feedback": {
-        "query": "\"reinforcement learning from human feedback\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.safe": {
-        "query": "\"safe reinforcement learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "rl.soft-actor-critic": {
-        "query": "\"soft actor-critic\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.autonomous-driving": {
-        "query": "\"autonomous driving\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.behavior-cloning": {
-        "query": "\"behavior cloning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.diffusion-policy": {
-        "query": "\"diffusion policy\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.domain-randomization": {
-        "query": "\"domain randomization\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.embodied-ai": {
-        "query": "\"embodied AI\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.grasping": {
-        "query": "\"robot grasping\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.imitation-learning": {
-        "query": "\"imitation learning\" robotics in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.locomotion": {
-        "query": "\"robot locomotion\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.manipulation": {
-        "query": "\"robot manipulation\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.navigation": {
-        "query": "\"robot navigation\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.robot-control": {
-        "query": "\"robot control\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.robot-foundation-model": {
-        "query": "robot foundation model in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.robot-learning": {
-        "query": "\"robot learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.robot-manipulation-learning": {
-        "query": "\"robot manipulation learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.robot-motion-planning": {
-        "query": "\"robot motion planning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.robotics-reinforcement-learning": {
-        "query": "\"robotics reinforcement learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.robotics-topic": {
-        "query": "topic:robotics",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.sim2real": {
-        "query": "\"sim-to-real\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.slam": {
-        "query": "SLAM robotics in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.tactile-learning": {
-        "query": "tactile robot learning in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.teleoperation": {
-        "query": "robot teleoperation learning in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.visual-language-action": {
-        "query": "\"vision-language-action\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "robotics.visuomotor-policy": {
-        "query": "\"visuomotor policy\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.astronomy": {
-        "query": "astronomy in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.astrophysics": {
-        "query": "astrophysics in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.climate-modeling": {
-        "query": "\"climate modeling\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.computational-mechanics": {
-        "query": "\"computational mechanics\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.cosmology": {
-        "query": "cosmology in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.differentiable-simulation": {
-        "query": "\"differentiable simulation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.exoplanets": {
-        "query": "exoplanet in:description \"machine learning\"",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.fluid-dynamics": {
-        "query": "\"fluid dynamics\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.fusion-plasma": {
-        "query": "fusion plasma in:description \"machine learning\"",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.gravitational-waves": {
-        "query": "\"gravitational wave\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.inverse-problems": {
-        "query": "\"inverse problems\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.neural-operators": {
-        "query": "\"neural operator\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.ocean-modeling": {
-        "query": "\"ocean modeling\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.particle-physics": {
-        "query": "\"particle physics\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.photonics": {
-        "query": "photonics \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.physics": {
-        "query": "physics in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.physics-informed-neural-networks": {
-        "query": "\"physics-informed neural network\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.plasma-physics": {
-        "query": "\"plasma physics\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.quantum-materials": {
-        "query": "\"quantum materials\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.quantum-physics": {
-        "query": "\"quantum many-body\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.remote-sensing": {
-        "query": "\"remote sensing\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.scientific-machine-learning": {
-        "query": "\"scientific machine learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.seismic": {
-        "query": "\"seismic data\" \"machine learning\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.turbulence": {
-        "query": "turbulence in:description \"machine learning\"",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.weather-forecasting": {
-        "query": "\"weather forecasting\" climate in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "science.weather-nowcasting": {
-        "query": "nowcasting in:description \"machine learning\"",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.anomaly-detection": {
-        "query": "\"time series anomaly detection\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.classification": {
-        "query": "\"time series classification\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.clustering": {
-        "query": "\"time series clustering\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.energy-forecasting": {
-        "query": "\"energy forecasting\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.event-forecasting": {
-        "query": "\"event forecasting\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.forecasting": {
-        "query": "\"time series forecasting\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.foundation-models": {
-        "query": "\"time series foundation model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.imputation": {
-        "query": "\"time series imputation\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.long-horizon": {
-        "query": "\"long horizon forecasting\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.multivariate": {
-        "query": "\"multivariate time series\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.nbeats": {
-        "query": "N-BEATS in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.patchtst": {
-        "query": "PatchTST in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.predictive-maintenance": {
-        "query": "\"predictive maintenance\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.probabilistic-forecasting": {
-        "query": "\"probabilistic forecasting\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.remaining-useful-life": {
-        "query": "\"remaining useful life\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.sensor-data": {
-        "query": "\"sensor time series\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.state-space-models": {
-        "query": "\"state space model\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.streaming": {
-        "query": "\"streaming time series\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.synthetic-generation": {
-        "query": "\"time series generation\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.tabular-foundation-models": {
-        "query": "\"tabular foundation model\" in:description,readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.temporal-fusion-transformer": {
-        "query": "\"temporal fusion transformer\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.temporal-representation": {
-        "query": "\"temporal representation learning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.topic": {
-        "query": "topic:time-series",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.traffic-forecasting": {
-        "query": "\"traffic forecasting\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.unevenly-spaced": {
-        "query": "\"irregular time series\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "timeseries.weather-forecasting": {
-        "query": "\"weather forecasting\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.adversarial-robustness": {
-        "query": "\"adversarial robustness\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.ai-alignment": {
-        "query": "\"AI alignment\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.ai-safety": {
-        "query": "\"AI safety\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.algorithmic-fairness": {
-        "query": "\"algorithmic fairness\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.algorithmic-recourse": {
-        "query": "\"algorithmic recourse\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.causal-discovery": {
-        "query": "\"causal discovery\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.causal-effect-estimation": {
-        "query": "\"causal effect estimation\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.causal-mediation": {
-        "query": "\"causal mediation analysis\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.causal-ml": {
-        "query": "\"causal machine learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.causal-representation-learning": {
-        "query": "\"causal representation learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.conformal-prediction": {
-        "query": "\"conformal prediction\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.counterfactual-explanations": {
-        "query": "\"counterfactual explanation\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.differential-privacy": {
-        "query": "\"differential privacy\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.distribution-shift": {
-        "query": "\"distribution shift\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.domain-generalization": {
-        "query": "\"domain generalization\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.explainable-ai": {
-        "query": "\"explainable AI\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.federated-learning": {
-        "query": "\"federated learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.instrumental-variable-ml": {
-        "query": "\"double machine learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.interpretable-ml": {
-        "query": "\"interpretable machine learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.membership-inference": {
-        "query": "\"membership inference\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.ml-fairness": {
-        "query": "\"machine learning fairness\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.model-calibration": {
-        "query": "\"model calibration\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.neuro-symbolic": {
-        "query": "\"neuro-symbolic\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.out-of-distribution-detection": {
-        "query": "\"out-of-distribution detection\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.privacy-preserving-ml": {
-        "query": "\"privacy-preserving machine learning\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.robustness-certification": {
-        "query": "\"certified robustness\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.safe-reinforcement-learning": {
-        "query": "\"safe reinforcement learning\" constrained in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.shap": {
-        "query": "SHAP in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "trust.uncertainty-quantification": {
-        "query": "\"uncertainty quantification\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.action-recognition": {
-        "query": "\"action recognition\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.change-detection": {
-        "query": "\"change detection\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.depth-estimation": {
-        "query": "\"depth estimation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.face-recognition": {
-        "query": "\"face recognition\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.image-captioning": {
-        "query": "\"image captioning\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.image-classification": {
-        "query": "\"image classification\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.image-diffusion": {
-        "query": "\"image diffusion model\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.image-restoration": {
-        "query": "\"image restoration\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.image-retrieval": {
-        "query": "\"image retrieval\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.image-super-resolution": {
-        "query": "\"image super-resolution\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.image-to-image-translation": {
-        "query": "\"image-to-image translation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.neural-rendering": {
-        "query": "\"neural rendering\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.object-detection": {
-        "query": "\"object detection\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.object-tracking": {
-        "query": "\"object tracking\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.ocr": {
-        "query": "topic:ocr",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.open-vocabulary-detection": {
-        "query": "\"open-vocabulary detection\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.optical-flow": {
-        "query": "topic:optical-flow",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.pose-estimation": {
-        "query": "\"human pose estimation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.promptable-segmentation": {
-        "query": "\"promptable segmentation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.segmentation": {
-        "query": "\"image segmentation\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.self-supervised-vision": {
-        "query": "\"self-supervised vision\" in:description",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.topic-computer-vision": {
-        "query": "topic:computer-vision",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.video-generation": {
-        "query": "\"video generation\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.video-understanding": {
-        "query": "\"video understanding\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.vision-language": {
-        "query": "\"vision-language model\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.visual-anomaly-detection": {
-        "query": "\"visual anomaly detection\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
-      },
-      "vision.visual-localization": {
-        "query": "\"visual localization\" in:readme",
-        "years": [
-          2026,
-          2025
-        ]
       }
     },
     "end": "2026-09-24",
@@ -5645,6 +2264,7 @@
     "version": 2
   },
   "end": "2026-09-24",
+  "search_policy_version": 2,
   "start_year": 2008,
-  "updated_at": "2026-09-24T18:31:02Z"
+  "updated_at": "2026-09-24T20:08:37Z"
 }