Add the 22 concept probing configs

LICENSE

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+Human tasks: CC BY 4.0, from Figshare record 10.6084/m9.figshare.31169506 (https://creativecommons.org/licenses/by/4.0/).
+Benchmark tasks metal_ion_binding, localization, ssp_q3 and ssp_q8: Apache 2.0, from huggingface.co/biomap-research.

README.md

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+---
+license: other
+license_name: cc-by-4.0-and-apache-2.0
+license_link: LICENSE
+pretty_name: Protein concept probing
+task_categories:
+- text-classification
+- token-classification
+tags:
+- biology
+- protein
+- probing
+- interpretability
+configs:
+- config_name: functional_sites
+  data_files:
+  - split: train
+    path: functional_sites/train.parquet
+  - split: validation
+    path: functional_sites/validation.parquet
+  - split: test
+    path: functional_sites/test.parquet
+- config_name: go_bp
+  data_files:
+  - split: train
+    path: go_bp/train.parquet
+  - split: validation
+    path: go_bp/validation.parquet
+  - split: test
+    path: go_bp/test.parquet
+- config_name: go_cc
+  data_files:
+  - split: train
+    path: go_cc/train.parquet
+  - split: validation
+    path: go_cc/validation.parquet
+  - split: test
+    path: go_cc/test.parquet
+- config_name: go_mf
+  data_files:
+  - split: train
+    path: go_mf/train.parquet
+  - split: validation
+    path: go_mf/validation.parquet
+  - split: test
+    path: go_mf/test.parquet
+- config_name: interpro_active_site
+  data_files:
+  - split: train
+    path: interpro_active_site/train.parquet
+  - split: validation
+    path: interpro_active_site/validation.parquet
+  - split: test
+    path: interpro_active_site/test.parquet
+- config_name: interpro_binding_site
+  data_files:
+  - split: train
+    path: interpro_binding_site/train.parquet
+  - split: validation
+    path: interpro_binding_site/validation.parquet
+  - split: test
+    path: interpro_binding_site/test.parquet
+- config_name: interpro_conserved_site
+  data_files:
+  - split: train
+    path: interpro_conserved_site/train.parquet
+  - split: validation
+    path: interpro_conserved_site/validation.parquet
+  - split: test
+    path: interpro_conserved_site/test.parquet
+- config_name: interpro_domain
+  data_files:
+  - split: train
+    path: interpro_domain/train.parquet
+  - split: validation
+    path: interpro_domain/validation.parquet
+  - split: test
+    path: interpro_domain/test.parquet
+- config_name: interpro_family
+  data_files:
+  - split: train
+    path: interpro_family/train.parquet
+  - split: validation
+    path: interpro_family/validation.parquet
+  - split: test
+    path: interpro_family/test.parquet
+- config_name: interpro_homologous_superfamily
+  data_files:
+  - split: train
+    path: interpro_homologous_superfamily/train.parquet
+  - split: validation
+    path: interpro_homologous_superfamily/validation.parquet
+  - split: test
+    path: interpro_homologous_superfamily/test.parquet
+- config_name: interpro_repeat
+  data_files:
+  - split: train
+    path: interpro_repeat/train.parquet
+  - split: validation
+    path: interpro_repeat/validation.parquet
+  - split: test
+    path: interpro_repeat/test.parquet
+- config_name: lipidation
+  data_files:
+  - split: train
+    path: lipidation/train.parquet
+  - split: validation
+    path: lipidation/validation.parquet
+  - split: test
+    path: lipidation/test.parquet
+- config_name: localization
+  data_files:
+  - split: train
+    path: localization/train.parquet
+  - split: validation
+    path: localization/validation.parquet
+  - split: test
+    path: localization/test.parquet
+- config_name: metal_ion_binding
+  data_files:
+  - split: train
+    path: metal_ion_binding/train.parquet
+  - split: validation
+    path: metal_ion_binding/validation.parquet
+  - split: test
+    path: metal_ion_binding/test.parquet
+- config_name: peptide
+  data_files:
+  - split: train
+    path: peptide/train.parquet
+  - split: validation
+    path: peptide/validation.parquet
+  - split: test
+    path: peptide/test.parquet
+- config_name: phosphorylation
+  data_files:
+  - split: train
+    path: phosphorylation/train.parquet
+  - split: validation
+    path: phosphorylation/validation.parquet
+  - split: test
+    path: phosphorylation/test.parquet
+- config_name: post_translational_modification
+  data_files:
+  - split: train
+    path: post_translational_modification/train.parquet
+  - split: validation
+    path: post_translational_modification/validation.parquet
+  - split: test
+    path: post_translational_modification/test.parquet
+- config_name: prot_param
+  data_files:
+  - split: train
+    path: prot_param/train.parquet
+  - split: validation
+    path: prot_param/validation.parquet
+  - split: test
+    path: prot_param/test.parquet
+- config_name: secondary_structure
+  data_files:
+  - split: train
+    path: secondary_structure/train.parquet
+  - split: validation
+    path: secondary_structure/validation.parquet
+  - split: test
+    path: secondary_structure/test.parquet
+- config_name: ssp_q3
+  data_files:
+  - split: train
+    path: ssp_q3/train.parquet
+  - split: validation
+    path: ssp_q3/validation.parquet
+  - split: test
+    path: ssp_q3/test.parquet
+- config_name: ssp_q8
+  data_files:
+  - split: train
+    path: ssp_q8/train.parquet
+  - split: validation
+    path: ssp_q8/validation.parquet
+  - split: test
+    path: ssp_q8/test.parquet
+- config_name: topology
+  data_files:
+  - split: train
+    path: topology/train.parquet
+  - split: validation
+    path: topology/validation.parquet
+  - split: test
+    path: topology/test.parquet
+---
+
+# Protein concept probing
+
+Twenty-two protein annotation tasks for probing what a protein language model's internal states encode, from
+amino-acid composition to Gene Ontology terms. Thirteen tasks label a whole protein and nine label each residue. The
+human tasks are reviewed *Homo sapiens* UniProtKB entries shorter than 1,024 residues; four further tasks are
+xTrimoPGLM benchmark tables.
+
+| Config | Level | Task | Proteins | Labels | Train / validation / test |
+|---|---|---|---|---|---|
+| `functional_sites` | residue | multiclass | 6,893 | 6 | 4,778 / 1,106 / 1,009 |
+| `go_bp` | protein | multilabel | 12,255 | 304 | 8,591 / 1,888 / 1,776 |
+| `go_cc` | protein | multilabel | 16,443 | 164 | 11,409 / 2,457 / 2,577 |
+| `go_mf` | protein | multilabel | 11,504 | 123 | 8,010 / 1,786 / 1,708 |
+| `interpro_active_site` | protein | multilabel | 718 | 58 | 482 / 116 / 120 |
+| `interpro_binding_site` | protein | multilabel | 640 | 39 | 446 / 87 / 107 |
+| `interpro_conserved_site` | protein | multilabel | 2,948 | 334 | 2,062 / 450 / 436 |
+| `interpro_domain` | protein | multilabel | 8,003 | 364 | 5,307 / 1,371 / 1,325 |
+| `interpro_family` | protein | multilabel | 3,601 | 239 | 2,097 / 678 / 826 |
+| `interpro_homologous_superfamily` | protein | multilabel | 8,198 | 100 | 5,499 / 1,368 / 1,331 |
+| `interpro_repeat` | protein | multilabel | 1,189 | 65 | 819 / 189 / 181 |
+| `lipidation` | residue | multiclass | 978 | 25 | 654 / 129 / 195 |
+| `localization` | protein | multiclass | 7,530 | 10 | 5,321 / 590 / 1,619 |
+| `metal_ion_binding` | protein | binary | 7,242 | 1 | 5,346 / 599 / 1,297 |
+| `peptide` | residue | multiclass | 4,977 | 4 | 3,485 / 700 / 792 |
+| `phosphorylation` | residue | multiclass | 8,648 | 6 | 6,057 / 1,304 / 1,287 |
+| `post_translational_modification` | residue | multiclass | 15,349 | 12 | 10,722 / 2,400 / 2,227 |
+| `prot_param` | protein | regression | 18,126 | 31 | 12,747 / 2,777 / 2,602 |
+| `secondary_structure` | residue | multiclass | 8,986 | 4 | 6,310 / 1,351 / 1,325 |
+| `ssp_q3` | residue | multiclass | 11,479 | 3 | 9,731 / 1,083 / 665 |
+| `ssp_q8` | residue | multiclass | 11,479 | 8 | 9,731 / 1,083 / 665 |
+| `topology` | residue | multiclass | 4,777 | 17 | 3,378 / 754 / 645 |
+
+## Homology leakage
+
+The human tasks keep their published cluster splits: MMseqs2 clusters at 20% identity (30% for InterPro active
+site, binding site, conserved site and repeat) are assigned whole to train plus validation or to test, and
+validation clusters are drawn at 50% identity from the rest, with 80% coverage of the target sequence. The four
+benchmark tasks keep their published test split, and validation is a random 10% of their train split, so they hold
+no homology guarantee between train and validation.
+
+## How it was built
+
+1. Read each curated human table and its recorded train, validation and test assignment.
+2. Turn its targets into one `label` column: a multi-hot vector over the InterPro entries or Gene Ontology terms,
+   31 ProtParam values, or one class index per residue in the contiguous order of the classes the table holds.
+3. For Gene Ontology, keep the terms with more than six positive proteins in both validation and test.
+4. For the four benchmark tables, split 10% of train off as validation with seed 184502, then drop sequences of
+   1,024 residues or more.
+
+## Columns
+
+| Column | Meaning |
+|---|---|
+| `id` | UniProt accession for the human tasks; a stable sequence-derived id for the benchmark tasks |
+| `sequence` | amino-acid sequence |
+| `label` | multi-hot list (multilabel), list of 31 floats (regression), integer (binary or multiclass), or one integer per residue (residue tasks) |
+
+Each config folder also holds `metadata.json` with the task level, task type and label names. The benchmark tables
+publish their classes but not the order of their integers, so their label names are `class_<n>`.
+
+## What a model trained on it may say
+
+These are probing benchmarks. InterPro entries and many UniProt features are curated with computational evidence,
+so a probe here measures agreement with the annotations, not experimentally measured function. Residue tasks count
+unannotated residues as their own class (`-`), which dominates most of them.
+
+## Sources and licence
+
+The human tasks are the curated tables of Figshare record 10.6084/m9.figshare.31169506, released under CC BY 4.0,
+built from UniProtKB (accessed 2025-09-09) and the InterPro entry list (accessed 2025-09-16). The four benchmark
+tasks (`metal_ion_binding`, `localization`, `ssp_q3`, `ssp_q8`) are from `biomap-research` on Hugging Face under
+Apache 2.0.
+
+## Files
+
+`<config>/train.parquet`, `<config>/validation.parquet`, `<config>/test.parquet` and `<config>/metadata.json` for each
+of the 22 configs.

functional_sites/metadata.json

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+{
+  "config": "functional_sites",
+  "task_level": "residue",
+  "task_type": "multiclass",
+  "num_labels": 6,
+  "label_names": [
+    "-",
+    "ACT_SITE",
+    "ACT_SITE,BINDING",
+    "BINDING",
+    "BINDING,DNA_BIND",
+    "DNA_BIND"
+  ],
+  "rows": {
+    "train": 4778,
+    "validation": 1106,
+    "test": 1009
+  },
+  "source": "Figshare record 31169506, file h_sapiens_proteome_uniprot_functional_sites_clustersplit_20_50.parquet.gz",
+  "licence": "CC BY 4.0"
+}

functional_sites/test.parquet

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+size 466683

functional_sites/train.parquet

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+size 2248243

functional_sites/validation.parquet

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+size 532496

go_bp/metadata.json

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+{
+  "config": "go_bp",
+  "task_level": "protein",
+  "task_type": "multilabel",
+  "num_labels": 304,
+  "label_names": [
+    "B cell differentiation [GO:0030183]",
+    "B cell proliferation [GO:0042100]",
+    "BMP signaling pathway [GO:0030509]",
+    "DNA damage response [GO:0006974]",
+    "DNA recombination [GO:0006310]",
+    "DNA repair [GO:0006281]",
+    "DNA replication [GO:0006260]",
+    "DNA-templated transcription [GO:0006351]",
+    "ERAD pathway [GO:0036503]",
+    "G protein-coupled receptor signaling pathway [GO:0007186]",
+    "G protein-coupled receptor signaling pathway, coupled to cyclic nucleotide second messenger [GO:0007187]",
+    "Golgi organization [GO:0007030]",
+    "MAPK cascade [GO:0000165]",
+    "Notch signaling pathway [GO:0007219]",
+    "RNA processing [GO:0006396]",
+    "RNA splicing [GO:0008380]",
+    "Ras protein signal transduction [GO:0007265]",
+    "T cell activation [GO:0042110]",
+    "T cell differentiation in thymus [GO:0033077]",
+    "T cell receptor signaling pathway [GO:0050852]",
+    "Wnt signaling pathway [GO:0016055]",
+    "actin cytoskeleton organization [GO:0030036]",
+    "actin filament organization [GO:0007015]",
+    "adaptive immune response [GO:0002250]",
+    "adenylate cyclase-activating G protein-coupled receptor signaling pathway [GO:0007189]",
+    "aerobic respiration [GO:0009060]",
+    "anatomical structure morphogenesis [GO:0009653]",
+    "angiogenesis [GO:0001525]",
+    "animal organ morphogenesis [GO:0009887]",
+    "anterior/posterior pattern specification [GO:0009952]",
+    "antibacterial humoral response [GO:0019731]",
+    "antimicrobial humoral immune response mediated by antimicrobial peptide [GO:0061844]",
+    "antiviral innate immune response [GO:0140374]",
+    "apoptotic process [GO:0006915]",
+    "apoptotic signaling pathway [GO:0097190]",
+    "autophagosome assembly [GO:0000045]",
+    "autophagy [GO:0006914]",
+    "axon guidance [GO:0007411]",
+    "axonogenesis [GO:0007409]",
+    "behavioral fear response [GO:0001662]",
+    "blood coagulation [GO:0007596]",
+    "bone development [GO:0060348]",
+    "brain development [GO:0007420]",
+    "calcium ion transport [GO:0006816]",
+    "camera-type eye development [GO:0043010]",
+    "canonical Wnt signaling pathway [GO:0060070]",
+    "carbohydrate metabolic process [GO:0005975]",
+    "cell adhesion [GO:0007155]",
+    "cell chemotaxis [GO:0060326]",
+    "cell differentiation [GO:0030154]",
+    "cell division [GO:0051301]",
+    "cell migration [GO:0016477]",
+    "cell morphogenesis [GO:0000902]",
+    "cell population proliferation [GO:0008283]",
+    "cell surface receptor protein tyrosine kinase signaling pathway [GO:0007169]",
+    "cell surface receptor signaling pathway [GO:0007166]",
+    "cell-cell adhesion [GO:0098609]",
+    "cell-cell signaling [GO:0007267]",
+    "cellular response to cAMP [GO:0071320]",
+    "cellular response to calcium ion [GO:0071277]",
+    "cellular response to glucose stimulus [GO:0071333]",
+    "cellular response to hypoxia [GO:0071456]",
+    "cellular response to insulin stimulus [GO:0032869]",
+    "cellular response to leukemia inhibitory factor [GO:1990830]",
+    "cellular response to lipopolysaccharide [GO:0071222]",
+    "cellular response to mechanical stimulus [GO:0071260]",
+    "cellular response to oxidative stress [GO:0034599]",
+    "cellular response to retinoic acid [GO:0071300]",
+    "cellular response to tumor necrosis factor [GO:0071356]",
+    "cellular response to type II interferon [GO:0071346]",
+    "cellular response to virus [GO:0098586]",
+    "central nervous system development [GO:0007417]",
+    "cerebral cortex development [GO:0021987]",
+    "chemical synaptic transmission [GO:0007268]",
+    "chemotaxis [GO:0006935]",
+    "chloride transmembrane transport [GO:1902476]",
+    "cholesterol homeostasis [GO:0042632]",
+    "cholesterol metabolic process [GO:0008203]",
+    "chromatin organization [GO:0006325]",
+    "chromatin remodeling [GO:0006338]",
+    "chromosome segregation [GO:0007059]",
+    "cilium assembly [GO:0060271]",
+    "cytokine-mediated signaling pathway [GO:0019221]",
+    "cytoplasmic translation [GO:0002181]",
+    "cytoskeleton organization [GO:0007010]",
+    "defense response to Gram-negative bacterium [GO:0050829]",
+    "defense response to Gram-positive bacterium [GO:0050830]",
+    "defense response to bacterium [GO:0042742]",
+    "defense response to virus [GO:0051607]",
+    "determination of left/right symmetry [GO:0007368]",
+    "double-strand break repair [GO:0006302]",
+    "double-strand break repair via homologous recombination [GO:0000724]",
+    "endocytic recycling [GO:0032456]",
+    "endocytosis [GO:0006897]",
+    "endoplasmic reticulum to Golgi vesicle-mediated transport [GO:0006888]",
+    "endoplasmic reticulum unfolded protein response [GO:0030968]",
+    "energy homeostasis [GO:0097009]",
+    "epithelial cell proliferation [GO:0050673]",
+    "establishment of localization in cell [GO:0051649]",
+    "exocytosis [GO:0006887]",
+    "extracellular matrix organization [GO:0030198]",
+    "fat cell differentiation [GO:0045444]",
+    "fatty acid biosynthetic process [GO:0006633]",
+    "fatty acid metabolic process [GO:0006631]",
+    "female pregnancy [GO:0007565]",
+    "flagellated sperm motility [GO:0030317]",
+    "gene expression [GO:0010467]",
+    "glucose homeostasis [GO:0042593]",
+    "glucose metabolic process [GO:0006006]",
+    "glutathione metabolic process [GO:0006749]",
+    "heart development [GO:0007507]",
+    "hemopoiesis [GO:0030097]",
+    "heterochromatin formation [GO:0031507]",
+    "hippocampus development [GO:0021766]",
+    "immune response [GO:0006955]",
+    "immunoglobulin mediated immune response [GO:0016064]",
+    "in utero embryonic development [GO:0001701]",
+    "inflammatory response [GO:0006954]",
+    "innate immune response [GO:0045087]",
+    "insulin secretion [GO:0030073]",
+    "integrin-mediated signaling pathway [GO:0007229]",
+    "intracellular calcium ion homeostasis [GO:0006874]",
+    "intracellular protein transport [GO:0006886]",
+    "intracellular signal transduction [GO:0035556]",
+    "keratinocyte differentiation [GO:0030216]",
+    "killing of cells of another organism [GO:0031640]",
+    "lipid metabolic process [GO:0006629]",
+    "locomotory behavior [GO:0007626]",
+    "long-term synaptic potentiation [GO:0060291]",
+    "mRNA processing [GO:0006397]",
+    "mRNA splicing, via spliceosome [GO:0000398]",
+    "macroautophagy [GO:0016236]",
+    "male gonad development [GO:0008584]",
+    "methylation [GO:0032259]",
+    "microtubule cytoskeleton organization [GO:0000226]",
+    "mitochondrial translation [GO:0032543]",
+    "mitochondrion organization [GO:0007005]",
+    "mitotic cell cycle [GO:0000278]",
+    "modulation of chemical synaptic transmission [GO:0050804]",
+    "monoatomic ion transport [GO:0006811]",
+    "multicellular organism growth [GO:0035264]",
+    "muscle contraction [GO:0006936]",
+    "muscle organ development [GO:0007517]",
+    "negative regulation of BMP signaling pathway [GO:0030514]",
+    "negative regulation of DNA-templated transcription [GO:0045892]",
+    "negative regulation of G1/S transition of mitotic cell cycle [GO:2000134]",
+    "negative regulation of angiogenesis [GO:0016525]",
+    "negative regulation of apoptotic process [GO:0043066]",
+    "negative regulation of canonical NF-kappaB signal transduction [GO:0043124]",
+    "negative regulation of canonical Wnt signaling pathway [GO:0090090]",
+    "negative regulation of cell growth [GO:0030308]",
+    "negative regulation of cell migration [GO:0030336]",
+    "negative regulation of cell population proliferation [GO:0008285]",
+    "negative regulation of fat cell differentiation [GO:0045599]",
+    "negative regulation of gene expression [GO:0010629]",
+    "negative regulation of inflammatory response [GO:0050728]",
+    "negative regulation of neuron apoptotic process [GO:0043524]",
+    "negative regulation of neuron differentiation [GO:0045665]",
+    "negative regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction [GO:0051898]",
+    "negative regulation of transcription by RNA polymerase II [GO:0000122]",
+    "negative regulation of transforming growth factor beta receptor signaling pathway [GO:0030512]",
+    "negative regulation of translation [GO:0017148]",
+    "negative regulation of tumor necrosis factor production [GO:0032720]",
+    "nervous system development [GO:0007399]",
+    "neural tube closure [GO:0001843]",
+    "neurogenesis [GO:0022008]",
+    "neuron apoptotic process [GO:0051402]",
+    "neuron differentiation [GO:0030182]",
+    "neuron migration [GO:0001764]",
+    "neuron projection development [GO:0031175]",
+    "neuropeptide signaling pathway [GO:0007218]",
+    "ossification [GO:0001503]",
+    "osteoblast differentiation [GO:0001649]",
+    "osteoclast differentiation [GO:0030316]",
+    "phospholipase C-activating G protein-coupled receptor signaling pathway [GO:0007200]",
+    "phospholipid metabolic process [GO:0006644]",
+    "platelet activation [GO:0030168]",
+    "positive regulation of DNA repair [GO:0045739]",
+    "positive regulation of DNA-templated transcription [GO:0045893]",
+    "positive regulation of ERK1 and ERK2 cascade [GO:0070374]",
+    "positive regulation of JNK cascade [GO:0046330]",
+    "positive regulation of MAPK cascade [GO:0043410]",
+    "positive regulation of NF-kappaB transcription factor activity [GO:0051092]",
+    "positive regulation of T cell proliferation [GO:0042102]",
+    "positive regulation of angiogenesis [GO:0045766]",
+    "positive regulation of apoptotic process [GO:0043065]",
+    "positive regulation of canonical NF-kappaB signal transduction [GO:0043123]",
+    "positive regulation of canonical Wnt signaling pathway [GO:0090263]",
+    "positive regulation of cell adhesion [GO:0045785]",
+    "positive regulation of cell growth [GO:0030307]",
+    "positive regulation of cell migration [GO:0030335]",
+    "positive regulation of cell population proliferation [GO:0008284]",
+    "positive regulation of cold-induced thermogenesis [GO:0120162]",
+    "positive regulation of cytokine production [GO:0001819]",
+    "positive regulation of cytosolic calcium ion concentration [GO:0007204]",
+    "positive regulation of endothelial cell proliferation [GO:0001938]",
+    "positive regulation of gene expression [GO:0010628]",
+    "positive regulation of inflammatory response [GO:0050729]",
+    "positive regulation of insulin secretion [GO:0032024]",
+    "positive regulation of interleukin-6 production [GO:0032755]",
+    "positive regulation of interleukin-8 production [GO:0032757]",
+    "positive regulation of neuron differentiation [GO:0045666]",
+    "positive regulation of neuron projection development [GO:0010976]",
+    "positive regulation of osteoblast differentiation [GO:0045669]",
+    "positive regulation of phosphatidylinositol 3-kinase/protein kinase B signal transduction [GO:0051897]",
+    "positive regulation of proteasomal ubiquitin-dependent protein catabolic process [GO:0032436]",
+    "positive regulation of protein localization to plasma membrane [GO:1903078]",
+    "positive regulation of protein phosphorylation [GO:0001934]",
+    "positive regulation of protein ubiquitination [GO:0031398]",
+    "positive regulation of protein-containing complex assembly [GO:0031334]",
+    "positive regulation of transcription by RNA polymerase II [GO:0045944]",
+    "positive regulation of transcription elongation by RNA polymerase II [GO:0032968]",
+    "positive regulation of translation [GO:0045727]",
+    "positive regulation of tumor necrosis factor production [GO:0032760]",
+    "potassium ion transmembrane transport [GO:0071805]",
+    "potassium ion transport [GO:0006813]",
+    "proteasome-mediated ubiquitin-dependent protein catabolic process [GO:0043161]",
+    "protein K48-linked ubiquitination [GO:0070936]",
+    "protein O-linked glycosylation [GO:0006493]",
+    "protein autophosphorylation [GO:0046777]",
+    "protein autoubiquitination [GO:0051865]",
+    "protein catabolic process [GO:0030163]",
+    "protein destabilization [GO:0031648]",
+    "protein folding [GO:0006457]",
+    "protein glycosylation [GO:0006486]",
+    "protein homotetramerization [GO:0051289]",
+    "protein import into nucleus [GO:0006606]",
+    "protein localization [GO:0008104]",
+    "protein localization to plasma membrane [GO:0072659]",
+    "protein maturation [GO:0051604]",
+    "protein modification process [GO:0036211]",
+    "protein phosphorylation [GO:0006468]",
+    "protein polyubiquitination [GO:0000209]",
+    "protein processing [GO:0016485]",
+    "protein stabilization [GO:0050821]",
+    "protein transport [GO:0015031]",
+    "protein ubiquitination [GO:0016567]",
+    "protein-containing complex assembly [GO:0065003]",
+    "proteolysis [GO:0006508]",
+    "proton motive force-driven mitochondrial ATP synthesis [GO:0042776]",
+    "proton transmembrane transport [GO:1902600]",
+    "rRNA processing [GO:0006364]",
+    "receptor internalization [GO:0031623]",
+    "receptor-mediated endocytosis [GO:0006898]",
+    "regulation of DNA repair [GO:0006282]",
+    "regulation of DNA replication [GO:0006275]",
+    "regulation of DNA-templated transcription [GO:0006355]",
+    "regulation of apoptotic process [GO:0042981]",
+    "regulation of blood pressure [GO:0008217]",
+    "regulation of cell cycle [GO:0051726]",
+    "regulation of cell growth [GO:0001558]",
+    "regulation of cell migration [GO:0030334]",
+    "regulation of cell population proliferation [GO:0042127]",
+    "regulation of cell shape [GO:0008360]",
+    "regulation of circadian rhythm [GO:0042752]",
+    "regulation of cytokine production [GO:0001817]",
+    "regulation of embryonic development [GO:0045995]",
+    "regulation of gene expression [GO:0010468]",
+    "regulation of inflammatory response [GO:0050727]",
+    "regulation of insulin secretion [GO:0050796]",
+    "regulation of mitotic cell cycle [GO:0007346]",
+    "regulation of protein stability [GO:0031647]",
+    "regulation of transcription by RNA polymerase II [GO:0006357]",
+    "regulation of translation [GO:0006417]",
+    "response to bacterium [GO:0009617]",
+    "response to endoplasmic reticulum stress [GO:0034976]",
+    "response to estradiol [GO:0032355]",
+    "response to estrogen [GO:0043627]",
+    "response to ethanol [GO:0045471]",
+    "response to hydrogen peroxide [GO:0042542]",
+    "response to hypoxia [GO:0001666]",
+    "response to insulin [GO:0032868]",
+    "response to ischemia [GO:0002931]",
+    "response to lipopolysaccharide [GO:0032496]",
+    "response to oxidative stress [GO:0006979]",
+    "response to retinoic acid [GO:0032526]",
+    "response to toxic substance [GO:0009636]",
+    "response to virus [GO:0009615]",
+    "response to xenobiotic stimulus [GO:0009410]",
+    "retina development in camera-type eye [GO:0060041]",
+    "retrograde transport, endosome to Golgi [GO:0042147]",
+    "retrograde vesicle-mediated transport, Golgi to endoplasmic reticulum [GO:0006890]",
+    "ribosomal small subunit biogenesis [GO:0042274]",
+    "roof of mouth development [GO:0060021]",
+    "sensory perception of sound [GO:0007605]",
+    "signal transduction [GO:0007165]",
+    "skeletal system development [GO:0001501]",
+    "smoothened signaling pathway [GO:0007224]",
+    "social behavior [GO:0035176]",
+    "sodium ion transmembrane transport [GO:0035725]",
+    "sodium ion transport [GO:0006814]",
+    "somatic stem cell population maintenance [GO:0035019]",
+    "spermatid development [GO:0007286]",
+    "spermatogenesis [GO:0007283]",
+    "synapse assembly [GO:0007416]",
+    "telomere maintenance [GO:0000723]",
+    "transcription by RNA polymerase II [GO:0006366]",
+    "transforming growth factor beta receptor signaling pathway [GO:0007179]",
+    "translation [GO:0006412]",
+    "ubiquitin-dependent protein catabolic process [GO:0006511]",
+    "vasodilation [GO:0042311]",
+    "vesicle-mediated transport [GO:0016192]",
+    "visual perception [GO:0007601]",
+    "xenobiotic metabolic process [GO:0006805]"
+  ],
+  "rows": {
+    "train": 8591,
+    "validation": 1888,
+    "test": 1776
+  },
+  "source": "Figshare record 31169506, file h_sapiens_proteome_go_biological_process_clustersplit_20_50.parquet.gz",
+  "licence": "CC BY 4.0"
+}

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go_cc/metadata.json

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+{
+  "config": "go_cc",
+  "task_level": "protein",
+  "task_type": "multilabel",
+  "num_labels": 164,
+  "label_names": [
+    "Cajal body [GO:0015030]",
+    "Cul3-RING ubiquitin ligase complex [GO:0031463]",
+    "GABA-ergic synapse [GO:0098982]",
+    "Golgi apparatus [GO:0005794]",
+    "Golgi cisterna membrane [GO:0032580]",
+    "Golgi lumen [GO:0005796]",
+    "Golgi membrane [GO:0000139]",
+    "P-body [GO:0000932]",
+    "PML body [GO:0016605]",
+    "RNA polymerase II transcription regulator complex [GO:0090575]",
+    "SCF ubiquitin ligase complex [GO:0019005]",
+    "Schaffer collateral - CA1 synapse [GO:0098685]",
+    "Z disc [GO:0030018]",
+    "acrosomal vesicle [GO:0001669]",
+    "actin cytoskeleton [GO:0015629]",
+    "adherens junction [GO:0005912]",
+    "apical plasma membrane [GO:0016324]",
+    "autophagosome [GO:0005776]",
+    "autophagosome membrane [GO:0000421]",
+    "axon [GO:0030424]",
+    "axon cytoplasm [GO:1904115]",
+    "axoneme [GO:0005930]",
+    "azurophil granule lumen [GO:0035578]",
+    "basolateral plasma membrane [GO:0016323]",
+    "blood microparticle [GO:0072562]",
+    "catalytic step 2 spliceosome [GO:0071013]",
+    "cell body [GO:0044297]",
+    "cell cortex [GO:0005938]",
+    "cell junction [GO:0030054]",
+    "cell projection [GO:0042995]",
+    "cell surface [GO:0009986]",
+    "cell-cell junction [GO:0005911]",
+    "centriolar satellite [GO:0034451]",
+    "centriole [GO:0005814]",
+    "centrosome [GO:0005813]",
+    "chromatin [GO:0000785]",
+    "chromosome [GO:0005694]",
+    "chromosome, telomeric region [GO:0000781]",
+    "ciliary basal body [GO:0036064]",
+    "ciliary membrane [GO:0060170]",
+    "cilium [GO:0005929]",
+    "clathrin-coated endocytic vesicle membrane [GO:0030669]",
+    "clathrin-coated pit [GO:0005905]",
+    "collagen-containing extracellular matrix [GO:0062023]",
+    "cytoplasm [GO:0005737]",
+    "cytoplasmic microtubule [GO:0005881]",
+    "cytoplasmic ribonucleoprotein granule [GO:0036464]",
+    "cytoplasmic side of plasma membrane [GO:0009898]",
+    "cytoplasmic stress granule [GO:0010494]",
+    "cytoplasmic vesicle [GO:0031410]",
+    "cytoplasmic vesicle membrane [GO:0030659]",
+    "cytoskeleton [GO:0005856]",
+    "cytosol [GO:0005829]",
+    "cytosolic large ribosomal subunit [GO:0022625]",
+    "cytosolic ribosome [GO:0022626]",
+    "dendrite [GO:0030425]",
+    "dendritic spine [GO:0043197]",
+    "early endosome [GO:0005769]",
+    "early endosome membrane [GO:0031901]",
+    "endocytic vesicle membrane [GO:0030666]",
+    "endomembrane system [GO:0012505]",
+    "endoplasmic reticulum [GO:0005783]",
+    "endoplasmic reticulum lumen [GO:0005788]",
+    "endoplasmic reticulum membrane [GO:0005789]",
+    "endoplasmic reticulum-Golgi intermediate compartment [GO:0005793]",
+    "endoplasmic reticulum-Golgi intermediate compartment membrane [GO:0033116]",
+    "endosome [GO:0005768]",
+    "endosome membrane [GO:0010008]",
+    "euchromatin [GO:0000791]",
+    "external side of plasma membrane [GO:0009897]",
+    "extracellular exosome [GO:0070062]",
+    "extracellular matrix [GO:0031012]",
+    "extracellular region [GO:0005576]",
+    "extracellular space [GO:0005615]",
+    "fibrillar center [GO:0001650]",
+    "ficolin-1-rich granule lumen [GO:1904813]",
+    "filopodium [GO:0030175]",
+    "focal adhesion [GO:0005925]",
+    "glutamatergic synapse [GO:0098978]",
+    "growth cone [GO:0030426]",
+    "heterochromatin [GO:0000792]",
+    "immunoglobulin complex [GO:0019814]",
+    "intercellular bridge [GO:0045171]",
+    "intermediate filament [GO:0005882]",
+    "intermediate filament cytoskeleton [GO:0045111]",
+    "intracellular membrane-bounded organelle [GO:0043231]",
+    "keratin filament [GO:0045095]",
+    "kinetochore [GO:0000776]",
+    "lamellipodium [GO:0030027]",
+    "late endosome [GO:0005770]",
+    "late endosome membrane [GO:0031902]",
+    "lysosomal lumen [GO:0043202]",
+    "lysosomal membrane [GO:0005765]",
+    "lysosome [GO:0005764]",
+    "melanosome [GO:0042470]",
+    "membrane [GO:0016020]",
+    "membrane raft [GO:0045121]",
+    "microtubule [GO:0005874]",
+    "microtubule cytoskeleton [GO:0015630]",
+    "microtubule organizing center [GO:0005815]",
+    "midbody [GO:0030496]",
+    "mitochondrial inner membrane [GO:0005743]",
+    "mitochondrial intermembrane space [GO:0005758]",
+    "mitochondrial matrix [GO:0005759]",
+    "mitochondrial membrane [GO:0031966]",
+    "mitochondrial outer membrane [GO:0005741]",
+    "mitochondrion [GO:0005739]",
+    "mitotic spindle [GO:0072686]",
+    "motile cilium [GO:0031514]",
+    "neuromuscular junction [GO:0031594]",
+    "neuron projection [GO:0043005]",
+    "neuronal cell body [GO:0043025]",
+    "nuclear body [GO:0016604]",
+    "nuclear envelope [GO:0005635]",
+    "nuclear matrix [GO:0016363]",
+    "nuclear membrane [GO:0031965]",
+    "nuclear speck [GO:0016607]",
+    "nucleolus [GO:0005730]",
+    "nucleoplasm [GO:0005654]",
+    "nucleosome [GO:0000786]",
+    "nucleus [GO:0005634]",
+    "perikaryon [GO:0043204]",
+    "perinuclear region of cytoplasm [GO:0048471]",
+    "peroxisomal membrane [GO:0005778]",
+    "peroxisome [GO:0005777]",
+    "photoreceptor outer segment [GO:0001750]",
+    "plasma membrane [GO:0005886]",
+    "postsynapse [GO:0098794]",
+    "postsynaptic density [GO:0014069]",
+    "postsynaptic density membrane [GO:0098839]",
+    "postsynaptic membrane [GO:0045211]",
+    "presynapse [GO:0098793]",
+    "proteasome complex [GO:0000502]",
+    "protein-containing complex [GO:0032991]",
+    "receptor complex [GO:0043235]",
+    "recycling endosome [GO:0055037]",
+    "recycling endosome membrane [GO:0055038]",
+    "ribonucleoprotein complex [GO:1990904]",
+    "ribosome [GO:0005840]",
+    "ruffle [GO:0001726]",
+    "ruffle membrane [GO:0032587]",
+    "sarcolemma [GO:0042383]",
+    "sarcoplasmic reticulum [GO:0016529]",
+    "secretory granule [GO:0030141]",
+    "secretory granule lumen [GO:0034774]",
+    "secretory granule membrane [GO:0030667]",
+    "side of membrane [GO:0098552]",
+    "site of double-strand break [GO:0035861]",
+    "small-subunit processome [GO:0032040]",
+    "sperm flagellum [GO:0036126]",
+    "spindle [GO:0005819]",
+    "spindle pole [GO:0000922]",
+    "spliceosomal complex [GO:0005681]",
+    "stress fiber [GO:0001725]",
+    "synapse [GO:0045202]",
+    "synaptic vesicle [GO:0008021]",
+    "synaptic vesicle membrane [GO:0030672]",
+    "tertiary granule membrane [GO:0070821]",
+    "trans-Golgi network [GO:0005802]",
+    "trans-Golgi network membrane [GO:0032588]",
+    "transcription regulator complex [GO:0005667]",
+    "transport vesicle [GO:0030133]",
+    "ubiquitin ligase complex [GO:0000151]",
+    "vesicle [GO:0031982]"
+  ],
+  "rows": {
+    "train": 11409,
+    "validation": 2457,
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+  },
+  "source": "Figshare record 31169506, file h_sapiens_proteome_go_cellular_component_clustersplit_20_50.parquet.gz",
+  "licence": "CC BY 4.0"
+}

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+{
+  "config": "go_mf",
+  "task_level": "protein",
+  "task_type": "multilabel",
+  "num_labels": 123,
+  "label_names": [
+    "4 iron, 4 sulfur cluster binding [GO:0051539]",
+    "ATP binding [GO:0005524]",
+    "ATP hydrolysis activity [GO:0016887]",
+    "ATPase binding [GO:0051117]",
+    "DNA binding [GO:0003677]",
+    "DNA-binding transcription activator activity, RNA polymerase II-specific [GO:0001228]",
+    "DNA-binding transcription factor activity [GO:0003700]",
+    "DNA-binding transcription factor activity, RNA polymerase II-specific [GO:0000981]",
+    "DNA-binding transcription factor binding [GO:0140297]",
+    "DNA-binding transcription repressor activity, RNA polymerase II-specific [GO:0001227]",
+    "G protein activity [GO:0003925]",
+    "G protein-coupled receptor activity [GO:0004930]",
+    "G protein-coupled receptor binding [GO:0001664]",
+    "GDP binding [GO:0019003]",
+    "GTP binding [GO:0005525]",
+    "GTPase activator activity [GO:0005096]",
+    "GTPase activity [GO:0003924]",
+    "NADH dehydrogenase (ubiquinone) activity [GO:0008137]",
+    "RNA binding [GO:0003723]",
+    "RNA polymerase II cis-regulatory region sequence-specific DNA binding [GO:0000978]",
+    "RNA polymerase II transcription regulatory region sequence-specific DNA binding [GO:0000977]",
+    "RNA polymerase II-specific DNA-binding transcription factor binding [GO:0061629]",
+    "SNARE binding [GO:0000149]",
+    "actin binding [GO:0003779]",
+    "actin filament binding [GO:0051015]",
+    "amyloid-beta binding [GO:0001540]",
+    "antiporter activity [GO:0015297]",
+    "beta-catenin binding [GO:0008013]",
+    "cadherin binding [GO:0045296]",
+    "calcium ion binding [GO:0005509]",
+    "calcium-dependent protein binding [GO:0048306]",
+    "calmodulin binding [GO:0005516]",
+    "carbohydrate binding [GO:0030246]",
+    "cell adhesion molecule binding [GO:0050839]",
+    "chloride channel activity [GO:0005254]",
+    "chromatin binding [GO:0003682]",
+    "cis-regulatory region sequence-specific DNA binding [GO:0000987]",
+    "cysteine-type deubiquitinase activity [GO:0004843]",
+    "cytokine activity [GO:0005125]",
+    "cytoskeletal protein binding [GO:0008092]",
+    "electron transfer activity [GO:0009055]",
+    "enzyme activator activity [GO:0008047]",
+    "enzyme binding [GO:0019899]",
+    "flavin adenine dinucleotide binding [GO:0050660]",
+    "growth factor activity [GO:0008083]",
+    "guanyl-nucleotide exchange factor activity [GO:0005085]",
+    "heme binding [GO:0020037]",
+    "heparin binding [GO:0008201]",
+    "histone binding [GO:0042393]",
+    "histone deacetylase binding [GO:0042826]",
+    "hormone activity [GO:0005179]",
+    "hydrolase activity [GO:0016787]",
+    "identical protein binding [GO:0042802]",
+    "integrin binding [GO:0005178]",
+    "iron ion binding [GO:0005506]",
+    "kinase binding [GO:0019900]",
+    "lipid binding [GO:0008289]",
+    "mRNA 3'-UTR binding [GO:0003730]",
+    "mRNA binding [GO:0003729]",
+    "magnesium ion binding [GO:0000287]",
+    "manganese ion binding [GO:0030145]",
+    "metal ion binding [GO:0046872]",
+    "microtubule binding [GO:0008017]",
+    "molecular adaptor activity [GO:0060090]",
+    "nucleic acid binding [GO:0003676]",
+    "nucleotide binding [GO:0000166]",
+    "odorant binding [GO:0005549]",
+    "olfactory receptor activity [GO:0004984]",
+    "p53 binding [GO:0002039]",
+    "peptidase activity [GO:0008233]",
+    "phosphatidylinositol binding [GO:0035091]",
+    "phosphatidylinositol-4,5-bisphosphate binding [GO:0005546]",
+    "phospholipid binding [GO:0005543]",
+    "promoter-specific chromatin binding [GO:1990841]",
+    "protease binding [GO:0002020]",
+    "protein dimerization activity [GO:0046983]",
+    "protein domain specific binding [GO:0019904]",
+    "protein heterodimerization activity [GO:0046982]",
+    "protein homodimerization activity [GO:0042803]",
+    "protein kinase activity [GO:0004672]",
+    "protein kinase binding [GO:0019901]",
+    "protein phosphatase binding [GO:0019903]",
+    "protein phosphatase inhibitor activity [GO:0004864]",
+    "protein serine kinase activity [GO:0106310]",
+    "protein serine/threonine kinase activity [GO:0004674]",
+    "protein serine/threonine phosphatase activity [GO:0004722]",
+    "protein tyrosine kinase activity [GO:0004713]",
+    "protein tyrosine phosphatase activity [GO:0004725]",
+    "protein-containing complex binding [GO:0044877]",
+    "protein-macromolecule adaptor activity [GO:0030674]",
+    "receptor ligand activity [GO:0048018]",
+    "receptor tyrosine kinase binding [GO:0030971]",
+    "ribosome binding [GO:0043022]",
+    "scaffold protein binding [GO:0097110]",
+    "sequence-specific DNA binding [GO:0043565]",
+    "sequence-specific double-stranded DNA binding [GO:1990837]",
+    "serine-type endopeptidase activity [GO:0004252]",
+    "serine-type endopeptidase inhibitor activity [GO:0004867]",
+    "signaling adaptor activity [GO:0035591]",
+    "signaling receptor activity [GO:0038023]",
+    "signaling receptor binding [GO:0005102]",
+    "single-stranded DNA binding [GO:0003697]",
+    "small GTPase binding [GO:0031267]",
+    "structural constituent of cytoskeleton [GO:0005200]",
+    "structural constituent of ribosome [GO:0003735]",
+    "structural molecule activity [GO:0005198]",
+    "tRNA binding [GO:0000049]",
+    "transcription cis-regulatory region binding [GO:0000976]",
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+    "transmembrane transporter binding [GO:0044325]",
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+    "ubiquitin protein ligase binding [GO:0031625]",
+    "ubiquitin-like ligase-substrate adaptor activity [GO:1990756]",
+    "ubiquitin-protein transferase activity [GO:0004842]",
+    "unfolded protein binding [GO:0051082]",
+    "virus receptor activity [GO:0001618]",
+    "voltage-gated potassium channel activity [GO:0005249]",
+    "zinc ion binding [GO:0008270]"
+  ],
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+  "licence": "CC BY 4.0"
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+    "IPR022398__peptidase_s8,_subtilisin,_his-active_site",
+    "IPR022415__atp:guanido_phosphotransferase_active_site",
+    "IPR023005__nucleoside_diphosphate_kinase,_active_site",
+    "IPR023313__ubiquitin-conjugating_enzyme,_active_site",
+    "IPR023406__dna_topoisomerase,_type_ia,_active_site",
+    "IPR023411__ribonuclease_a,_active_site",
+    "IPR023827__peptidase_s8,_subtilisin,_asp-active_site",
+    "IPR023828__peptidase_s8,_subtilisin,_ser-active_site",
+    "IPR025660__cysteine_peptidase,_histidine_active_site",
+    "IPR025661__cysteine_peptidase,_asparagine_active_site",
+    "IPR029759__glutathione_peroxidase_active_site",
+    "IPR030458__glycosyl_hydrolases_family_31,_active_site",
+    "IPR030475__ribonucleotide_reductase_small_subunit,_acitve_site",
+    "IPR033112__phospholipase_a2,_aspartic_acid_active_site",
+    "IPR033113__phospholipase_a2,_histidine_active_site",
+    "IPR033116__serine_proteases,_trypsin_family,_serine_active_site",
+    "IPR033127__ubiquitin-activating_enzyme_e1,_cys_active_site",
+    "IPR033128__adenylosuccinate_synthase,_active_site",
+    "IPR033139__peptidase_family_c14a,_cysteine_active_site",
+    "IPR033140__lipase,_gdxg,_putative_serine_active_site",
+    "IPR033379__histidine_acid_phosphatase_active_site",
+    "IPR033524__leu/phe/val_dehydrogenases_active_site"
+  ],
+  "rows": {
+    "train": 482,
+    "validation": 116,
+    "test": 120
+  },
+  "source": "Figshare record 31169506, file h_sapiens_proteome_interpro_InterPro_active_site_clustersplit_30_50.parquet.gz",
+  "licence": "CC BY 4.0"
+}

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interpro_binding_site/metadata.json

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+{
+  "config": "interpro_binding_site",
+  "task_level": "protein",
+  "task_type": "multilabel",
+  "num_labels": 39,
+  "label_names": [
+    "IPR000048__iq_motif,_ef-hand_binding_site",
+    "IPR000222__ppm-type_phosphatase,_divalent_cation_binding",
+    "IPR000634__serine/threonine_dehydratase,_pyridoxal-phosphate-binding_site",
+    "IPR001431__peptidase_m16,_zinc-binding_site",
+    "IPR001882__biotin-binding_site",
+    "IPR001917__aminotransferase,_class-ii,_pyridoxal-phosphate_binding_site",
+    "IPR003016__2-oxo_acid_dehydrogenase,_lipoyl-binding_site",
+    "IPR004163__coenzyme_a_transferase_binding_site",
+    "IPR004838__aminotransferases,_class-i,_pyridoxal-phosphate-binding_site",
+    "IPR013838__beta_tubulin,_autoregulation_binding_site",
+    "IPR016192__apobec/cmp_deaminase,_zinc-binding",
+    "IPR017441__protein_kinase,_atp_binding_site",
+    "IPR018064__metallothionein,_vertebrate,_metal_binding_site",
+    "IPR018136__aconitase_family,_4fe-4s_cluster_binding_site",
+    "IPR018152__superoxide_dismutase,_copper/zinc,_binding_site",
+    "IPR018195__transferrin_family,_iron_binding_site",
+    "IPR018220__adenylosuccinate_synthase,_gtp-binding_site",
+    "IPR018247__ef-hand_1,_calcium-binding_site",
+    "IPR018298__adrenodoxin,_iron-sulphur_binding_site",
+    "IPR018301__aromatic_amino_acid_hydroxylase,_iron/copper_binding_site",
+    "IPR018349__peptidase_m24a,_methionine_aminopeptidase,_subfamily_2,_binding_site",
+    "IPR018506__cytochrome_b5,_heme-binding_site",
+    "IPR019798__serine_hydroxymethyltransferase,_pyridoxal_phosphate_binding_site",
+    "IPR019807__hexokinase,_binding_site",
+    "IPR019843__dna_polymerase_family_x,_binding_site",
+    "IPR020537__atp_synthase,_f0_complex,_subunit_c,_dccd-binding_site",
+    "IPR020578__aminotransferase_class-v,_pyridoxal-phosphate_binding_site",
+    "IPR020583__inositol_monophosphatase,_metal-binding_site",
+    "IPR020826__transketolase_binding_site",
+    "IPR020833__lipoxygenase,_iron_binding_site",
+    "IPR020847__ap_endonuclease_1,_binding_site",
+    "IPR020855__ureohydrolase,_manganese-binding_site",
+    "IPR020969__ankyrin-g_binding_site",
+    "IPR021115__pyridoxal-phosphate_binding_site",
+    "IPR021158__peptidase_m10a,_cysteine_switch,_zinc_binding_site",
+    "IPR022653__orn/dap/arg_decarboxylase_2,_pyridoxal-phosphate_binding_site",
+    "IPR025662__sigma-54_interaction_domain,_atp-binding_site_1",
+    "IPR025735__rip_homotypic_interaction_motif",
+    "IPR027430__visual_pigments_(opsins)_retinal_binding_site"
+  ],
+  "rows": {
+    "train": 446,
+    "validation": 87,
+    "test": 107
+  },
+  "source": "Figshare record 31169506, file h_sapiens_proteome_interpro_InterPro_binding_site_clustersplit_30_50.parquet.gz",
+  "licence": "CC BY 4.0"
+}

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interpro_conserved_site/metadata.json

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+{
+  "config": "interpro_conserved_site",
+  "task_level": "protein",
+  "task_type": "multilabel",
+  "num_labels": 334,
+  "label_names": [
+    "IPR000047__helix-turn-helix_motif",
+    "IPR000111__glycoside_hydrolase_family_27/36,_conserved_site",
+    "IPR000203__gps_motif",
+    "IPR000445__helix-hairpin-helix_motif",
+    "IPR000629__atp-dependent_rna_helicase_dead-box,_conserved_site",
+    "IPR000633__vinculin,_conserved_site",
+    "IPR000637__hmg-i/hmg-y,_dna-binding,_conserved_site",
+    "IPR000804__clathrin_adaptor_complex,_small_chain",
+    "IPR000808__iron-sulfur_cluster_carrier_protein-like,_conserved_site",
+    "IPR000827__cc_chemokine,_conserved_site",
+    "IPR000842__phosphoribosyl_pyrophosphate_synthetase,_conserved_site",
+    "IPR000952__ab_hydrolase_4,_conserved_site",
+    "IPR001006__procollagen-lysine_5-dioxygenase,_conserved_site",
+    "IPR001131__peptidase_m24b,_x-pro_dipeptidase/aminopeptidase_p,_conserved_site",
+    "IPR001261__arge/dape/acy1/cpg2/yscs,_conserved_site",
+    "IPR001307__thiosulphate_sulfurtransferase,_conserved_site",
+    "IPR001326__translation_elongation_factor_ef1b,_beta/delta_chains,_conserved_site",
+    "IPR001331__guanine-nucleotide_dissociation_stimulator,_cdc24,_conserved_site",
+    "IPR001363__proteinase_inhibitor_i25c,_fetuin,_conserved_site",
+    "IPR001412__aminoacyl-trna_synthetase,_class_i,_conserved_site",
+    "IPR001426__tyrosine-protein_kinase,_receptor_class_v,_conserved_site",
+    "IPR001514__dna-directed_rna_polymerase,_30-40kda_subunit,_conserved_site",
+    "IPR001522__fatty_acid_desaturase_type_1,_conserved_site",
+    "IPR001562__zinc_finger,_btk_motif",
+    "IPR001589__actinin-type_actin-binding_domain,_conserved_site",
+    "IPR001751__s100/calcium_binding_protein_7/8-like,_conserved_site",
+    "IPR001824__tyrosine-protein_kinase,_receptor_class_iii,_conserved_site",
+    "IPR001827__homeobox_protein,_antennapedia_type,_conserved_site",
+    "IPR001858__phosphatidylethanolamine-binding,_conserved_site",
+    "IPR001999__osteonectin-like,_conserved_site",
+    "IPR002011__tyrosine-protein_kinase,_receptor_class_ii,_conserved_site",
+    "IPR002012__gonadotropin-releasing_hormone",
+    "IPR002052__dna_methylase,_n-6_adenine-specific,_conserved_site",
+    "IPR002173__carbohydrate/purine_kinase,_pfkb,_conserved_site",
+    "IPR002194__chaperonin_tcp-1,_conserved_site",
+    "IPR002328__alcohol_dehydrogenase,_zinc-type,_conserved_site",
+    "IPR002364__quinone_oxidoreductase/zeta-crystallin,_conserved_site",
+    "IPR002464__dna/rna_helicase,_atp-dependent,_deah-box_type,_conserved_site",
+    "IPR003006__immunoglobulin/major_histocompatibility_complex,_conserved_site",
+    "IPR003109__goloco_motif",
+    "IPR003527__mitogen-activated_protein_(map)_kinase,_conserved_site",
+    "IPR003528__long_hematopoietin_receptor,_single_chain,_conserved_site",
+    "IPR003529__long_hematopoietin_receptor,_gp130_family_2,_conserved_site",
+    "IPR003530__long_hematopoietin_receptor,_soluble_alpha_chain,_conserved_site",
+    "IPR003531__short_hematopoietin_receptor,_family_1,_conserved_site",
+    "IPR003532__short_hematopoietin_receptor,_family_2,_conserved_site",
+    "IPR003651__endonuclease_iii-like,_iron-sulphur_cluster_loop_motif",
+    "IPR003903__ubiquitin_interacting_motif",
+    "IPR003960__atpase,_aaa-type,_conserved_site",
+    "IPR004001__actin,_conserved_site",
+    "IPR004036__endonuclease_iii-like,_conserved_site-2",
+    "IPR004037__large_ribosomal_subunit_protein_el8-like,_conserved_site",
+    "IPR005108__help_motif",
+    "IPR005825__large_ribosomal_subunit_protein_ul24,_conserved_site",
+    "IPR005829__sugar_transporter,_conserved_site",
+    "IPR006012__syntaxin/epimorphin,_conserved_site",
+    "IPR006074__gtp1/obg,_conserved_site",
+    "IPR006089__acyl-coa_dehydrogenase,_conserved_site",
+    "IPR006117__2-5-oligoadenylate_synthetase,_c-terminal_conserved_site",
+    "IPR006180__3-hydroxyacyl-coa_dehydrogenase,_conserved_site",
+    "IPR006181__d-amino_acid_oxidase,_conserved_site",
+    "IPR006203__ghmp_kinase,_atp-binding,_conserved_site",
+    "IPR006224__pseudouridine_synthase,_rlua-like,_conserved_site",
+    "IPR006594__lis1_homology_motif",
+    "IPR007577__glycosyltransferase,_dxd_sugar-binding_motif",
+    "IPR007858__dpy-30_motif",
+    "IPR008193__dna-directed_rna_polymerase_rpb11,_13-16kda_subunit,_conserved_site",
+    "IPR008918__helix-hairpin-helix_motif,_class_2",
+    "IPR009818__pam2_motif",
+    "IPR013032__egf-like,_conserved_site",
+    "IPR013055__tachykinin/neurokinin-like,_conserved_site",
+    "IPR013152__gastrin/cholecystokinin,_conserved_site",
+    "IPR013992__adenylate_cyclase-associated_cap,_n-terminal",
+    "IPR014034__ferritin,_conserved_site",
+    "IPR014762__dna_mismatch_repair,_conserved_site",
+    "IPR014783__copper_type_ii,_ascorbate-dependent_monooxygenase,_histidine-cluster-2_conserved_site",
+    "IPR015875__imp_dehydrogenase_/_gmp_reductase,_conserved_site",
+    "IPR015884__malic_enzyme,_conserved_site",
+    "IPR015911__phosphoglycerate_kinase,_conserved_site",
+    "IPR015912__phosphofructokinase,_conserved_site",
+    "IPR016050__proteasome_beta-type_subunit,_conserved_site",
+    "IPR016059__dna_ligase,_atp-dependent,_conserved_site",
+    "IPR016066__alpha-d-phosphohexomutase,_conserved_site",
+    "IPR016157__cullin,_conserved_site",
+    "IPR016160__aldehyde_dehydrogenase,_cysteine_active_site",
+    "IPR017864__arrestin,_conserved_site",
+    "IPR017865__f-actin_capping_protein,_alpha_subunit,_conserved_site",
+    "IPR017866__succinyl-coa_synthetase,_beta_subunit,_conserved_site",
+    "IPR017870__fes_cluster_insertion,_c-terminal,_conserved_site",
+    "IPR017871__abc_transporter-like,_conserved_site",
+    "IPR017891__insulin-like_growth_factor_binding_protein,_n-terminal,_cys-rich_conserved_site",
+    "IPR017900__4fe-4s_ferredoxin,_iron-sulphur_binding,_conserved_site",
+    "IPR017907__zinc_finger,_ring-type,_conserved_site",
+    "IPR017937__thioredoxin,_conserved_site",
+    "IPR017948__transforming_growth_factor_beta,_conserved_site",
+    "IPR017954__lipid-binding_serum_glycoprotein,_conserved_site",
+    "IPR017956__at_hook,_dna-binding_motif",
+    "IPR017957__p-type_trefoil,_conserved_site",
+    "IPR017967__hmg_box_a_dna-binding_domain,_conserved_site",
+    "IPR017968__acylphosphatase,_conserved_site",
+    "IPR017970__homeobox,_conserved_site",
+    "IPR017972__cytochrome_p450,_conserved_site",
+    "IPR017974__claudin,_conserved_site",
+    "IPR017975__tubulin,_conserved_site",
+    "IPR017977__zona_pellucida_domain,_conserved_site",
+    "IPR017979__gpcr,_family_3,_conserved_site",
+    "IPR017983__gpcr,_family_2,_secretin-like,_conserved_site",
+    "IPR017990__connexin,_conserved_site",
+    "IPR018000__neurotransmitter-gated_ion-channel,_conserved_site",
+    "IPR018016__nucleoside_phosphorylase,_conserved_site",
+    "IPR018038__large_ribosomal_subunit_protein_ul30,_conserved_site",
+    "IPR018039__intermediate_filament_protein,_conserved_site",
+    "IPR018045__sulphate_anion_transporter,_conserved_site",
+    "IPR018048__cxc_chemokine,_conserved_site",
+    "IPR018049__interleukin-7/interleukin-9,_conserved_site",
+    "IPR018054__chromogranin,_conserved_site",
+    "IPR018056__kringle,_conserved_site",
+    "IPR018066__tubby,_c-terminal,_conserved_site",
+    "IPR018067__protein_phosphatase_2a_regulatory_subunit_pr55,_conserved_site",
+    "IPR018073__proteinase_inhibitor_i25,_cystatin,_conserved_site",
+    "IPR018080__band_7/stomatin-like,_conserved_site",
+    "IPR018083__sterol_reductase,_conserved_site",
+    "IPR018091__phosphoenolpyruvate_carboxykinase,_gtp-utilising,_conserved_site",
+    "IPR018096__interleukin-4/interleukin-13,_conserved_site",
+    "IPR018097__egf-like_calcium-binding,_conserved_site",
+    "IPR018099__purine_phosphorylase,_family_2,_conserved_site",
+    "IPR018102__small_ribosomal_subunit_protein_us11,_conserved_site",
+    "IPR018103__translationally_controlled_tumour_protein,_conserved_site",
+    "IPR018104__translation_initiation_factor_1a_(eif-1a),_conserved_site",
+    "IPR018106__cap,_conserved_site,_n-terminal",
+    "IPR018107__sodium:dicarboxylate_symporter,_conserved_site",
+    "IPR018116__somatotropin_hormone,_conserved_site",
+    "IPR018122__fork_head_domain_conserved_site1",
+    "IPR018124__calreticulin/calnexin,_conserved_site",
+    "IPR018130__small_ribosomal_subunit_protein_us2,_conserved_site",
+    "IPR018134__lysosome-associated_membrane_glycoprotein,_conserved_site",
+    "IPR018161__wnt_protein,_conserved_site",
+    "IPR018170__aldo/keto_reductase,_conserved_site",
+    "IPR018181__heat_shock_protein_70,_conserved_site",
+    "IPR018186__transcription_factor,_t-box,_conserved_site",
+    "IPR018192__small_ribosomal_subunit_protein_us5,_n-terminal,_conserved_site",
+    "IPR018199__small_ribosomal_subunit_protein_es4,_n-terminal,_conserved_site",
+    "IPR018200__ubiquitin_specific_protease,_conserved_site",
+    "IPR018207__haem_oxygenase_conserved_site",
+    "IPR018212__sodium/solute_symporter,_conserved_site",
+    "IPR018228__deoxyribonuclease,_tatd-related,_conserved_site",
+    "IPR018233__calsequestrin,_conserved_site",
+    "IPR018237__myelin_proteolipid_protein_plp,_conserved_site",
+    "IPR018240__clathrin_adaptor,_mu_subunit,_conserved_site",
+    "IPR018244__allergen_v5/tpx-1-related,_conserved_site",
+    "IPR018245__gonadotropin,_beta_subunit,_conserved_site",
+    "IPR018252__annexin_repeat,_conserved_site",
+    "IPR018253__dnaj_domain,_conserved_site",
+    "IPR018255__large_ribosomal_subunit_protein_ul16,_conserved_site,_eukaryotes/archaea",
+    "IPR018295__flap/gst2/ltc4s,_conserved_site",
+    "IPR018297__adenylyl_cyclase_class-4/guanylyl_cyclase,_conserved_site",
+    "IPR018300__aminotransferase,_class_iv,_conserved_site",
+    "IPR018314__rsmb/nol1/nop2-like,_conserved_site",
+    "IPR018321__glucosamine-6-phosphate_isomerase,_conserved_site",
+    "IPR018338__carbonic_anhydrase,_alpha-class,_conserved_site",
+    "IPR018350__transcription_factor_coe,_conserved_site",
+    "IPR018357__hexapeptide_transferase,_conserved_site",
+    "IPR018358__disintegrin,_conserved_site",
+    "IPR018359__bromodomain,_conserved_site",
+    "IPR018360__calcitonin,_conserved_site",
+    "IPR018361__caveolin,_conserved_site",
+    "IPR018363__cd59_antigen,_conserved_site",
+    "IPR018376__enoyl-coa_hydratase/isomerase,_conserved_site",
+    "IPR018378__c-type_lectin,_conserved_site",
+    "IPR018446__corticotropin-releasing_factor_conserved_site",
+    "IPR018456__ptr2_family_proton/oligopeptide_symporter,_conserved_site",
+    "IPR018483__carbohydrate_kinase,_fggy,_conserved_site",
+    "IPR018486__hemopexin,_conserved_site",
+    "IPR018488__cyclic_nucleotide-binding,_conserved_site",
+    "IPR018494__oxysterol-binding_protein,_conserved_site",
+    "IPR018498__peripherin/rom-1,_conserved_site",
+    "IPR018503__tetraspanin,_conserved_site",
+    "IPR018507__cytochrome_c_oxidase,_subunit_via,_conserved_site",
+    "IPR018517__trna-dihydrouridine_synthase,_conserved_site",
+    "IPR018525__mini-chromosome_maintenance,_conserved_site",
+    "IPR018526__glycoside_hydrolase,_family_29,_conserved_site",
+    "IPR018935__rio_kinase,_conserved_site",
+    "IPR018936__phosphatidylinositol_3-/4-kinase,_conserved_site",
+    "IPR018938__glycophorin,_conserved_site",
+    "IPR019041__ssxrd_motif",
+    "IPR019735__synapsin,_conserved_site",
+    "IPR019737__homeobox_engrailed-type,_conserved_site",
+    "IPR019739__ctf_transcription_factor/nuclear_factor_1,_conserved_site",
+    "IPR019741__galactokinase,_conserved_site",
+    "IPR019744__amyloidogenic_glycoprotein,_copper-binding_domain_conserved_site",
+    "IPR019745__amyloidogenic_glycoprotein,_intracellular_domain,_conserved_site",
+    "IPR019747__ferm_conserved_site",
+    "IPR019758__peptidase_s26a,_signal_peptidase_i,_conserved_site",
+    "IPR019761__dna-directed_rna_polymerase_m,_15kda_subunit,_conserved_site",
+    "IPR019762__dynamin,_gtpase_region,_conserved_site",
+    "IPR019763__dynein_light_chain,_type_1/2,_conserved_site",
+    "IPR019764__endothelin-like_toxin,_conserved_site",
+    "IPR019765__ephrin,_conserved_site",
+    "IPR019767__erythropoietin/thrombopoeitin,_conserved_site",
+    "IPR019770__eukaryotic_translation_initiation_factor_4e_(eif-4e),_conserved_site",
+    "IPR019775__wd40_repeat,_conserved_site",
+    "IPR019786__zinc_finger,_phd-type,_conserved_site",
+    "IPR019801__glycoside_hydrolase,_family_35,_conserved_site",
+    "IPR019803__glypican,_conserved_site",
+    "IPR019804__ras_guanine-nucleotide_exchange_factor,_conserved_site",
+    "IPR019805__heat_shock_protein_hsp90,_conserved_site",
+    "IPR019808__histidine_triad,_conserved_site",
+    "IPR019817__interferon_regulatory_factor,_conserved_site",
+    "IPR019818__isocitrate/isopropylmalate_dehydrogenase,_conserved_site",
+    "IPR019819__carboxylesterase_type_b,_conserved_site",
+    "IPR019821__kinesin_motor_domain,_conserved_site",
+    "IPR019827__leukemia_inhibitory_factor_/oncostatin,_conserved_site",
+    "IPR019828__lysyl_oxidase,_conserved_site",
+    "IPR019829__macrophage_migration_inhibitory_factor,_conserved_site",
+    "IPR019844__cold-shock_domain,_conserved_site",
+    "IPR019846__nerve_growth_factor_conserved_site",
+    "IPR019926__large_ribosomal_subunit_protein_ul3,_conserved_site",
+    "IPR019954__ubiquitin_conserved_site",
+    "IPR019974__xpg_conserved_site",
+    "IPR020082__s-adenosyl-l-homocysteine_hydrolase,_conserved_site",
+    "IPR020083__large_ribosomal_subunit_protein_el39,_conserved_site",
+    "IPR020084__nudix_hydrolase,_conserved_site",
+    "IPR020092__pleiotrophin/midkine_heparin-binding_growth_factor,_conserved_site",
+    "IPR020392__pancreatic_hormone-like,_conserved_site",
+    "IPR020423__interleukin-10,_conserved_site",
+    "IPR020550__inositol_monophosphatase,_conserved_site",
+    "IPR020556__amidase,_conserved_site",
+    "IPR020557__fumarate_lyase,_conserved_site",
+    "IPR020574__small_ribosomal_subunit_protein_us9,_conserved_site",
+    "IPR020590__guanylate_kinase,_conserved_site",
+    "IPR020596__ribosomal_rna_adenine_methylase_transferase,_conserved_site",
+    "IPR020611__copper_type_ii,_ascorbate-dependent_monooxygenase,_histidine-cluster-1_conserved_site",
+    "IPR020612__methylthiotransferase,_conserved_site",
+    "IPR020613__thiolase,_conserved_site",
+    "IPR020628__formate-tetrahydrofolate_ligase,_fthfs,_conserved_site",
+    "IPR020717__apoptosis_regulator,_bcl-2,_bh1_motif,_conserved_site",
+    "IPR020719__rna_3'-terminal_phosphate_cyclase-like,_conserved_site",
+    "IPR020726__apoptosis_regulator,_bcl-2,_bh2_motif,_conserved_site",
+    "IPR020728__apoptosis_regulator,_bcl-2,_bh3_motif,_conserved_site",
+    "IPR020731__apoptosis_regulator,_bcl-2,_bh4_motif,_conserved_site",
+    "IPR020809__enolase,_conserved_site",
+    "IPR020813__fibrillarin,_conserved_site",
+    "IPR020834__lipoxygenase,_conserved_site",
+    "IPR020837__fibrinogen,_conserved_site",
+    "IPR020845__amp-binding,_conserved_site",
+    "IPR020857__serum_albumin,_conserved_site",
+    "IPR020863__membrane_attack_complex_component/perforin_domain,_conserved_site",
+    "IPR020867__tetrahydrofolate_dehydrogenase/cyclohydrolase,_conserved_site",
+    "IPR020877__interleukin-1_conserved_site",
+    "IPR020892__cyclophilin-type_peptidyl-prolyl_cis-trans_isomerase,_conserved_site",
+    "IPR020894__cadherin_conserved_site",
+    "IPR020901__proteinase_inhibitor_i2,_kunitz,_conserved_site",
+    "IPR020902__actin/actin-like_conserved_site",
+    "IPR020903__epithelial_sodium_channel,_conserved_site",
+    "IPR020904__short-chain_dehydrogenase/reductase,_conserved_site",
+    "IPR021184__tumour_necrosis_factor,_conserved_site",
+    "IPR021939__kank_n-terminal_motif",
+    "IPR022272__lipocalin_family_conserved_site",
+    "IPR022353__insulin,_conserved_site",
+    "IPR022357__major_intrinsic_protein,_conserved_site",
+    "IPR022408__acyl-coa-binding_protein,_acbp,_conserved_site",
+    "IPR022423__neurohypophysial_hormone,_conserved_site",
+    "IPR022631__s-adenosylmethionine_synthetase,_conserved_site",
+    "IPR022657__orn/dap/arg_decarboxylase_2,_conserved_site",
+    "IPR022678__glycylpeptide_n-tetradecanoyltransferase,_conserved_site",
+    "IPR022966__ribonuclease_ii/r,_conserved_site",
+    "IPR023152__ras_gtpase-activating_protein,_conserved_site",
+    "IPR023174__3'5'-cyclic_nucleotide_phosphodiesterase,_conserved_site",
+    "IPR023409__14-3-3_protein,_conserved_site",
+    "IPR023415__low-density_lipoprotein_(ldl)_receptor_class_a,_conserved_site",
+    "IPR023442__large_ribosomal_subunit_protein_el24,_conserved_site",
+    "IPR023563__large_ribosomal_subunit_protein_ul13,_conserved_site",
+    "IPR023576__ubie/coq5_methyltransferase,_conserved_site",
+    "IPR023581__platelet-derived_growth_factor,_conserved_site",
+    "IPR023779__chromo_domain,_conserved_site",
+    "IPR023795__serpin,_conserved_site",
+    "IPR024607__sulfatase,_conserved_site",
+    "IPR025820__methyltransferase_nnmt/pnmt/temt,_conserved_site",
+    "IPR027310__profilin_conserved_site",
+    "IPR028322__proline-rich_nuclear_receptor_coactivator-like,_proline_rich_region",
+    "IPR028417__cap,_conserved_site,_c-terminal",
+    "IPR029162__trp-interacting_helix,_inaf_motif",
+    "IPR029510__aldehyde_dehydrogenase,_glutamic_acid_active_site",
+    "IPR029752__d-isomer_specific_2-hydroxyacid_dehydrogenase,_nad-binding_domain_conserved_site_1",
+    "IPR029753__d-isomer_specific_2-hydroxyacid_dehydrogenase,_nad-binding_domain_conserved_site",
+    "IPR029760__glutathione_peroxidase_conserved_site",
+    "IPR029768__fructose-bisphosphate_aldolase_class-i_active_site",
+    "IPR030373__polyamine_biosynthesis_domain,_conserved_site",
+    "IPR030456__fork_head_domain_conserved_site_2",
+    "IPR030457__elo_family,_conserved_site",
+    "IPR030459__glycosyl_hydrolases_family_31,_conserved_site",
+    "IPR030470__ubia_prenyltransferase_conserved_site",
+    "IPR030473__interleukin-6/gcsf/mgf,_conserved_site",
+    "IPR030476__pentaxin,_conserved_site",
+    "IPR030479__syndecan,_conserved_site",
+    "IPR030480__natriuretic_peptide,_conserved_site",
+    "IPR030490__tissue_inhibitor_of_metalloproteinase,_conserved_site",
+    "IPR030491__tata-box_binding_protein,_conserved_site",
+    "IPR030492__rel_homology_domain,_conserved_site",
+    "IPR030514__stathmin,_conserved_site",
+    "IPR030659__secy_conserved_site",
+    "IPR031157__tr-type_g_domain,_conserved_site",
+    "IPR031305__casein_alpha/beta,_conserved_site",
+    "IPR031312__sodium/sulphate_symporter,_conserved_site",
+    "IPR032458__histone_h2a_conserved_site",
+    "IPR033125__deoxyribonuclease_i,_conservied_site",
+    "IPR033132__glycosyl_hydrolases_family_1,_n-terminal_conserved_site",
+    "IPR033466__cornichon,_conserved_site",
+    "IPR033690__adenylate_kinase,_conserved_site",
+    "IPR033749__polyprenyl_synthetase,_conserved_site",
+    "IPR033773__cbx_family_c-terminal_motif",
+    "IPR033774__yaf2/rybp_c-terminal_binding_motif",
+    "IPR035090__phosphorylase_pyridoxal-phosphate_attachment_site",
+    "IPR035595__udp-glycosyltransferase_family,_conserved_site",
+    "IPR043518__2-5-oligoadenylate_synthetase,_n-terminal_conserved_site",
+    "IPR043937__golgin_subfamily_a_,_c-terminal_binding_motif",
+    "IPR045668__fhf_complex_subunit_hook-interacting_protein,_kelaa_motif",
+    "IPR046790__kbtb,_w-type_lir_motif",
+    "IPR046793__cysteine_protease_atg4,_f-type_lir_motif",
+    "IPR047297__ion-transport_regulator,_fxyd_motif",
+    "IPR047862__tsc22/bun,_conserved_site",
+    "IPR047864__ribosomal_protein_es26,_conserved_site",
+    "IPR048254__cdp-alcohol_phosphatidyltransferase,_conserved_site",
+    "IPR048258__cyclins,_cyclin-box",
+    "IPR048559__disabled_homolog_1/2,_sulfatide-binding_motif",
+    "IPR049704__aminotransferases_class-iii_pyridoxal-phosphate_attachment_site",
+    "IPR049947__copper_amine_oxidase,_copper-binding_site",
+    "IPR049948__copper_amine_oxidase,_tpq-binding_site",
+    "IPR053790__pyrroline-5-carboxylate_reductase-like_conserved_site",
+    "IPR053792__atp_p2x_receptor,_conserved_site",
+    "IPR053819__tead_interacting_region_3,_omega_loop",
+    "IPR055262__gamma-glutamyltranspeptidase,_conserved_site",
+    "IPR055333__histone_h2b,_conserved_site",
+    "IPR057254__ubiquitin_carboxyl-terminal_hydrolase_family_1,_cysteine_active-site"
+  ],
+  "rows": {
+    "train": 2062,
+    "validation": 450,
+    "test": 436
+  },
+  "source": "Figshare record 31169506, file h_sapiens_proteome_interpro_InterPro_conserved_site_clustersplit_30_50.parquet.gz",
+  "licence": "CC BY 4.0"
+}

interpro_conserved_site/test.parquet

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+size 193252

interpro_conserved_site/train.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:98c75e40bb3bd586b3090e6efd7202367c838d4ce7057d74259b6532ec6593ed
+size 987116

interpro_conserved_site/validation.parquet

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:55d060f67beb0c2192d220e60ef75e518c08a5ac2360bceb6f903ed484668bcd
+size 216484

interpro_domain/metadata.json

@@ -0,0 +1,379 @@
+{
+  "config": "interpro_domain",
+  "task_level": "protein",
+  "task_type": "multilabel",
+  "num_labels": 364,
+  "label_names": [
+    "IPR000008__c2_domain",
+    "IPR000014__pas_domain",
+    "IPR000072__pdgf/vegf_domain",
+    "IPR000073__alpha/beta_hydrolase_fold-1",
+    "IPR000086__nudix_hydrolase_domain",
+    "IPR000095__crib_domain",
+    "IPR000157__toll/interleukin-1_receptor_homology_(tir)_domain",
+    "IPR000159__ras-associating_domain",
+    "IPR000182__gnat_domain",
+    "IPR000195__rab-gap-tbc_domain",
+    "IPR000210__btb/poz_domain",
+    "IPR000219__dbl_homology_domain",
+    "IPR000232__heat_shock_factor_(hsf)-type,_dna-binding",
+    "IPR000242__tyrosine-specific_protein_phosphatase,_ptpase_domain",
+    "IPR000253__forkhead-associated_(fha)_domain",
+    "IPR000294__gamma-carboxyglutamic_acid-rich_(gla)_domain",
+    "IPR000299__ferm_domain",
+    "IPR000306__fyve_zinc_finger",
+    "IPR000315__b-box-type_zinc_finger",
+    "IPR000326__phosphatidic_acid_phosphatase_type_2/haloperoxidase",
+    "IPR000330__snf2,_n-terminal",
+    "IPR000340__dual_specificity_phosphatase,_catalytic_domain",
+    "IPR000372__leucine-rich_repeat_n-terminal_domain",
+    "IPR000387__tyrosine-specific_protein_phosphatases_domain",
+    "IPR000418__ets_domain",
+    "IPR000433__zinc_finger,_zz-type",
+    "IPR000436__sushi/scr/ccp_domain",
+    "IPR000467__g-patch_domain",
+    "IPR000483__cysteine-rich_flanking_region,_c-terminal",
+    "IPR000488__death_domain",
+    "IPR000504__rna_recognition_motif_domain",
+    "IPR000532__glucagon/gip/secretin/vip",
+    "IPR000535__major_sperm_protein_(msp)_domain",
+    "IPR000536__nuclear_hormone_receptor,_ligand-binding_domain",
+    "IPR000555__jab1/mpn/mov34_metalloenzyme_domain",
+    "IPR000566__lipocalin/cytosolic_fatty-acid_binding_domain",
+    "IPR000569__hect_domain",
+    "IPR000571__zinc_finger,_ccch-type",
+    "IPR000582__acyl-coa-binding_protein,_acbp",
+    "IPR000585__hemopexin-like_domain",
+    "IPR000608__ubiquitin-conjugating_(ubc),_catalytic_core_domain",
+    "IPR000626__ubiquitin-like_domain",
+    "IPR000644__cbs_domain",
+    "IPR000651__ras-like_guanine_nucleotide_exchange_factor,_n-terminal",
+    "IPR000690__matrin/u1-c,_c2h2-type_zinc_finger",
+    "IPR000717__proteasome_component_(pci)_domain",
+    "IPR000719__protein_kinase_domain",
+    "IPR000727__target_snare_coiled-coil_homology_domain",
+    "IPR000742__egf-like_domain",
+    "IPR000772__ricin_b,_lectin_domain",
+    "IPR000859__cub_domain",
+    "IPR000863__sulfotransferase_domain",
+    "IPR000873__amp-dependent_synthetase/ligase_domain",
+    "IPR000909__phosphatidylinositol-specific_phospholipase_c,_x_domain",
+    "IPR000953__chromo/chromo_shadow_domain",
+    "IPR000961__agc-kinase,_c-terminal",
+    "IPR000980__sh2_domain",
+    "IPR001005__sant/myb_domain",
+    "IPR001039__mhc_class_i_alpha_chain,_alpha1_alpha2_domains",
+    "IPR001064__beta/gamma_crystallin",
+    "IPR001107__band_7_domain",
+    "IPR001111__tgf-beta,_propeptide",
+    "IPR001124__lipid-binding_serum_glycoprotein,_c-terminal",
+    "IPR001148__alpha_carbonic_anhydrase_domain",
+    "IPR001163__sm_domain,_eukaryotic/archaea-type",
+    "IPR001164__arf_gtpase_activating_protein",
+    "IPR001173__glycosyltransferase_2-like",
+    "IPR001202__ww_domain",
+    "IPR001206__diacylglycerol_kinase,_catalytic_domain",
+    "IPR001212__somatomedin_b_domain",
+    "IPR001214__set_domain",
+    "IPR001245__serine-threonine/tyrosine-protein_kinase,_catalytic_domain",
+    "IPR001247__exoribonuclease,_phosphorolytic_domain_1",
+    "IPR001251__cral-trio_lipid_binding_domain",
+    "IPR001279__metallo-beta-lactamase",
+    "IPR001293__zinc_finger,_traf-type",
+    "IPR001296__glycosyl_transferase,_family_1",
+    "IPR001304__c-type_lectin-like",
+    "IPR001309__peptidase_c14,_p20_domain",
+    "IPR001315__card_domain",
+    "IPR001356__homeodomain",
+    "IPR001357__brct_domain",
+    "IPR001365__adenosine_deaminase_domain",
+    "IPR001368__tnfr/ngfr_cysteine-rich_region",
+    "IPR001394__peptidase_c19,_ubiquitin_carboxyl-terminal_hydrolase",
+    "IPR001452__sh3_domain",
+    "IPR001478__pdz_domain",
+    "IPR001494__importin-beta,_n-terminal_domain",
+    "IPR001507__zona_pellucida_domain",
+    "IPR001565__synaptotagmin",
+    "IPR001594__palmitoyltransferase,_dhhc_domain",
+    "IPR001607__zinc_finger,_ubp-type",
+    "IPR001623__dnaj_domain",
+    "IPR001628__zinc_finger,_nuclear_hormone_receptor-type",
+    "IPR001650__helicase,_c-terminal_domain-like",
+    "IPR001660__sterile_alpha_motif_domain",
+    "IPR001683__phox_homology",
+    "IPR001715__calponin_homology_domain",
+    "IPR001739__methyl-cpg_dna_binding",
+    "IPR001752__kinesin_motor_domain",
+    "IPR001763__rhodanese-like_domain",
+    "IPR001766__fork_head_domain",
+    "IPR001781__zinc_finger,_lim-type",
+    "IPR001810__f-box_domain",
+    "IPR001811__chemokine_interleukin-8-like_domain",
+    "IPR001818__peptidase_m10,_metallopeptidase",
+    "IPR001839__transforming_growth_factor-beta,_c-terminal",
+    "IPR001841__zinc_finger,_ring-type",
+    "IPR001849__pleckstrin_homology_domain",
+    "IPR001870__b30.2/spry_domain",
+    "IPR001878__zinc_finger,_cchc-type",
+    "IPR001881__egf-like_calcium-binding_domain",
+    "IPR001895__ras_guanine-nucleotide_exchange_factors_catalytic_domain",
+    "IPR001909__krueppel-associated_box",
+    "IPR001932__ppm-type_phosphatase-like_domain",
+    "IPR001965__zinc_finger,_phd-type",
+    "IPR002014__vhs_domain",
+    "IPR002018__carboxylesterase,_type_b",
+    "IPR002035__von_willebrand_factor,_type_a",
+    "IPR002048__ef-hand_domain",
+    "IPR002058__pap/25a-associated",
+    "IPR002068__alpha_crystallin/hsp20_domain",
+    "IPR002073__3'5'-cyclic_nucleotide_phosphodiesterase,_catalytic_domain",
+    "IPR002123__phospholipid/glycerol_acyltransferase",
+    "IPR002125__cytidine_and_deoxycytidylate_deaminase_domain",
+    "IPR002126__cadherin-like",
+    "IPR002138__peptidase_c14,_caspase_non-catalytic_subunit_p10",
+    "IPR002219__protein_kinase_c-like,_phorbol_ester/diacylglycerol-binding_domain",
+    "IPR002314__aminoacyl-trna_synthetase,_class_ii_(g/_p/_s/t)",
+    "IPR002350__kazal_domain",
+    "IPR002498__phosphatidylinositol-4-phosphate_4/5-kinase,_core",
+    "IPR002562__3'-5'_exonuclease_domain",
+    "IPR002589__macro_domain",
+    "IPR002645__stas_domain",
+    "IPR002867__ibr_domain",
+    "IPR002893__zinc_finger,_mynd-type",
+    "IPR002913__start_domain",
+    "IPR002931__transglutaminase-like",
+    "IPR003029__s1_domain",
+    "IPR003103__bag_domain",
+    "IPR003112__olfactomedin-like_domain",
+    "IPR003124__wh2_domain",
+    "IPR003137__pa_domain",
+    "IPR003172__md-2-related_lipid-recognition_domain",
+    "IPR003309__scan_domain",
+    "IPR003316__e2f/dp_family,_winged-helix_dna-binding_domain",
+    "IPR003323__otu_domain",
+    "IPR003347__jmjc_domain",
+    "IPR003439__abc_transporter-like,_atp-binding_domain",
+    "IPR003533__doublecortin_domain",
+    "IPR003593__aaa+_atpase_domain",
+    "IPR003595__protein-tyrosine_phosphatase,_catalytic",
+    "IPR003597__immunoglobulin_c1-set",
+    "IPR003598__immunoglobulin_subtype_2",
+    "IPR003599__immunoglobulin_domain_subtype",
+    "IPR003604__matrin/u1-c-like,_c2h2-type_zinc_finger",
+    "IPR003607__hd/pdease_domain",
+    "IPR003617__transcription_elongation_factor,_tfiis/crsp70,_n-terminal,_sub-type",
+    "IPR003618__transcription_elongation_factor_s-ii,_central_domain",
+    "IPR003645__follistatin-like,_n-terminal",
+    "IPR003649__b-box,_c-terminal",
+    "IPR003650__orange_domain",
+    "IPR003654__oar_domain",
+    "IPR003877__spry_domain",
+    "IPR003879__butyrophylin-like,_spry_domain",
+    "IPR003887__lem_domain",
+    "IPR003890__mif4g-like,_type_3",
+    "IPR003891__initiation_factor_eif-4_gamma,_ma3",
+    "IPR003892__ubiquitin_system_component_cue",
+    "IPR003954__rna_recognition_motif_domain,_eukaryotic-type",
+    "IPR003958__transcription_factor_cbf/nf-y/archaeal_histone_domain",
+    "IPR003959__atpase,_aaa-type,_core",
+    "IPR003961__fibronectin_type_iii",
+    "IPR004012__run_domain",
+    "IPR004043__lccl_domain",
+    "IPR004045__glutathione_s-transferase,_n-terminal",
+    "IPR004046__glutathione_s-transferase,_c-terminal",
+    "IPR004087__k_homology_domain",
+    "IPR004088__k_homology_domain,_type_1",
+    "IPR004113__fad-binding_oxidoreductase/transferase,_type_4,_c-terminal",
+    "IPR004182__gram_domain",
+    "IPR004217__tim10-like",
+    "IPR004364__aminoacyl-trna_synthetase,_class_ii_(d/k/n)",
+    "IPR004365__ob-fold_nucleic_acid_binding_domain,_aa-trna_synthetase-type",
+    "IPR004367__cyclin,_c-terminal_domain",
+    "IPR004826__basic_leucine_zipper_domain,_maf-type",
+    "IPR004827__basic-leucine_zipper_domain",
+    "IPR004853__sugar_phosphate_transporter_domain",
+    "IPR005036__cbm21_(carbohydrate_binding_type-21)_domain",
+    "IPR005123__oxoglutarate/iron-dependent_dioxygenase_domain",
+    "IPR005135__endonuclease/exonuclease/phosphatase",
+    "IPR005225__small_gtp-binding_domain",
+    "IPR005576__rna_polymerase_rpb7-like_,_n-terminal",
+    "IPR005821__ion_transport_domain",
+    "IPR006011__syntaxin,_n-terminal_domain",
+    "IPR006020__ptb/pi_domain",
+    "IPR006026__peptidase,_metallopeptidase",
+    "IPR006052__tumour_necrosis_factor_domain",
+    "IPR006073__gtp_binding_domain",
+    "IPR006094__fad_linked_oxidase,_n-terminal",
+    "IPR006195__aminoacyl-trna_synthetase,_class_ii",
+    "IPR006208__glycoprotein_hormone_subunit_beta",
+    "IPR006574__spry-associated",
+    "IPR006575__rwd_domain",
+    "IPR006620__prolyl_4-hydroxylase,_alpha_subunit",
+    "IPR006634__tram/lag1/cln8_homology_domain",
+    "IPR006640__sprt-like",
+    "IPR006642__rad18,_zinc_finger_ubz4-type",
+    "IPR006671__cyclin,_n-terminal",
+    "IPR006680__amidohydrolase-related",
+    "IPR006694__fatty_acid_hydroxylase",
+    "IPR006861__hyaluronan/mrna-binding_protein",
+    "IPR006909__rad21/rec8-like_protein,_c-terminal,_eukaryotic",
+    "IPR006910__rad21/rec8-like_protein,_n-terminal",
+    "IPR007052__cs_domain",
+    "IPR007110__immunoglobulin-like_domain",
+    "IPR007330__mit_domain",
+    "IPR007527__zinc_finger,_swim-type",
+    "IPR007529__zinc_finger,_hit-type",
+    "IPR008174__galanin",
+    "IPR008197__wap-type_'four-disulfide_core'_domain",
+    "IPR008422__kn_homeodomain",
+    "IPR010513__ken_domain",
+    "IPR010569__myotubularin-like,_phosphatase_domain",
+    "IPR010909__plac",
+    "IPR010987__glutathione_s-transferase,_c-terminal-like",
+    "IPR011016__zinc_finger,_ring-ch-type",
+    "IPR011072__hr1_rho-binding_domain",
+    "IPR011124__zinc_finger,_cw-type",
+    "IPR011161__mhc_class_i-like_antigen_recognition-like",
+    "IPR011545__dead/deah-box_helicase_domain",
+    "IPR011547__slc26a/sulp_transporter_domain",
+    "IPR011598__myc-type,_basic_helix-loop-helix_(bhlh)_domain",
+    "IPR011600__peptidase_c14,_caspase_domain",
+    "IPR011611__carbohydrate_kinase_pfkb",
+    "IPR011650__peptidase_m20,_dimerisation_domain",
+    "IPR012319__formamidopyrimidine-dna_glycosylase,_catalytic_domain",
+    "IPR013087__zinc_finger_c2h2-type",
+    "IPR013098__immunoglobulin_i-set",
+    "IPR013099__potassium_channel_domain",
+    "IPR013106__immunoglobulin_v-set_domain",
+    "IPR013137__zinc_finger,_tfiib-type",
+    "IPR013151__immunoglobulin-like_beta-sandwich_domain",
+    "IPR013162__cd80-like,_immunoglobulin_c2-set",
+    "IPR013164__cadherin,_n-terminal",
+    "IPR013216__methyltransferase_type_11",
+    "IPR013520__ribonuclease_h-like_domain",
+    "IPR013568__sefir_domain",
+    "IPR013655__pas_fold-3",
+    "IPR013763__cyclin-like_domain",
+    "IPR013766__thioredoxin_domain",
+    "IPR013767__pas_fold",
+    "IPR014001__helicase_superfamily_1/2,_atp-binding_domain",
+    "IPR014014__rna_helicase,_dead-box_type,_q_motif",
+    "IPR014020__tensin_phosphatase,_c2_domain",
+    "IPR014044__cap_domain",
+    "IPR014720__double-stranded_rna-binding_domain",
+    "IPR015338__glycosyl_transferase_64_domain",
+    "IPR015369__follistatin/osteonectin_egf_domain",
+    "IPR015590__aldehyde_dehydrogenase_domain",
+    "IPR015847__exoribonuclease,_phosphorolytic_domain_2",
+    "IPR015886__formamidopyrimidine-dna_glycosylase,_h2th_dna-binding",
+    "IPR015898__g-protein,_gamma_subunit-like_domain",
+    "IPR015917__peptidase_c14a,_caspase_catalytic_domain",
+    "IPR015940__ubiquitin-associated_domain",
+    "IPR016040__nad(p)-binding_domain",
+    "IPR016054__ly-6_antigen/upa_receptor-like",
+    "IPR016137__rgs_domain",
+    "IPR016166__fad-binding_domain,_pcmh-type",
+    "IPR016179__insulin-like",
+    "IPR016201__psi_domain",
+    "IPR017452__gpcr,_rhodopsin-like,_7tm",
+    "IPR017455__zinc_finger,_fyve-related",
+    "IPR017884__sant_domain",
+    "IPR017892__protein_kinase,_c-terminal",
+    "IPR017896__4fe-4s_ferredoxin-type,_iron-sulphur_binding_domain",
+    "IPR017920__comm_domain",
+    "IPR017923__transcription_factor_iis,_n-terminal",
+    "IPR017942__lipid-binding_serum_glycoprotein,_n-terminal",
+    "IPR017981__gpcr,_family_2-like,_7tm",
+    "IPR018484__carbohydrate_kinase_fggy,_n-terminal",
+    "IPR018957__zinc_finger,_c3hc4_ring-type",
+    "IPR018979__ferm,_n-terminal",
+    "IPR018980__ferm,_c-terminal_ph-like_domain",
+    "IPR019339__cbf1-interacting_co-repressor_cir,_n-terminal_domain",
+    "IPR019383__golgin_subfamily_a_member_7/erf4",
+    "IPR019748__ferm_central_domain",
+    "IPR019749__band_4.1_domain",
+    "IPR019787__zinc_finger,_phd-finger",
+    "IPR020067__frizzled_domain",
+    "IPR020422__dual_specificity_protein_phosphatase_domain",
+    "IPR020479__homeodomain,_metazoa",
+    "IPR020635__tyrosine-protein_kinase,_catalytic_domain",
+    "IPR020846__major_facilitator_superfamily_domain",
+    "IPR022049__fam69,_protein-kinase_domain",
+    "IPR022666__large_ribosomal_subunit_protein_ul2,_rna-binding_domain",
+    "IPR022669__large_ribosomal_subunit_protein_ul2,_c-terminal",
+    "IPR022764__peptidase_s54,_rhomboid_domain",
+    "IPR022775__ap_complex,_mu/sigma_subunit",
+    "IPR023340__uma_domain",
+    "IPR023412__ribonuclease_a-domain",
+    "IPR023780__chromo_domain",
+    "IPR023796__serpin_domain",
+    "IPR023801__histone_deacetylase_domain",
+    "IPR024771__suz_domain",
+    "IPR025110__amp-binding_enzyme,_c-terminal_domain",
+    "IPR025256__tm7s3/tm198-like_domain",
+    "IPR025933__beta-defensin_domain",
+    "IPR027370__zinc_finger,_ring-type,_eukaryotic",
+    "IPR027450__alpha-ketoglutarate-dependent_dioxygenase_alkb-like",
+    "IPR027791__galactosyltransferase,_c-terminal",
+    "IPR027995__galactosyltransferase,_n-terminal",
+    "IPR028002__myb/sant-like_dna-binding_domain_5",
+    "IPR028021__katanin_p80_subunit,_c-terminal",
+    "IPR028565__mu_homology_domain",
+    "IPR028889__ubiquitin_specific_protease_ups,_catalytic_domain",
+    "IPR028933__lebercilin_domain",
+    "IPR029244__fam69,_n-terminal",
+    "IPR029281__fam194,_c-terminal",
+    "IPR030379__septin-type_guanine_nucleotide-binding_(g)_domain",
+    "IPR031315__lns2/pitp",
+    "IPR031320__gage",
+    "IPR032098__acyltransferase,_c-terminal_domain",
+    "IPR032198__e2f_transcription_factor,_cc-mb_domain",
+    "IPR033729__serine-trna_ligase_catalytic_core_domain",
+    "IPR033739__peptidase_m10a,_catalytic_domain",
+    "IPR033899__cxc_chemokine_domain",
+    "IPR033989__cd209-like,_c-type_lectin-like_domain",
+    "IPR033992__natural_killer_cell_receptor-like,_c-type_lectin-like_domain",
+    "IPR034085__tog_domain",
+    "IPR034133__chemokine_cc,_dccl_motif-cointaining_domain",
+    "IPR034732__extended_phd_(ephd)_domain",
+    "IPR035076__snake_toxin/toxin-like",
+    "IPR035587__dus-like,_fmn-binding_domain",
+    "IPR037516__tripartite_denn_domain",
+    "IPR037518__mpn_domain",
+    "IPR041418__sam_domain",
+    "IPR041569__aaa_atpase,_aaa+_lid_domain",
+    "IPR041698__methyltransferase_domain_25",
+    "IPR044744__znrf4_/rnf13/rnf167,_pa_domain",
+    "IPR044822__myb/sant-like_dna-binding_domain_4",
+    "IPR044865__mrh_domain",
+    "IPR045135__26s_proteasome_regulatory_subunit_rpn7,_n-terminal",
+    "IPR045885__n-acetylgalactosaminyltransferase",
+    "IPR046371__bcl-2,_bcl-2_homology_region_1-3",
+    "IPR047575__sm_domain",
+    "IPR048271__paraneoplastic_antigen_ma-like,_n-terminal_domain",
+    "IPR048287__thrombospondin-like,_n-terminal_domain",
+    "IPR048290__zona_pellucida_domain,_chordate-type",
+    "IPR049730__snf2/rad5-like,_c-terminal_helicase_domain",
+    "IPR049883__notch1_egf-like_calcium-binding_domain",
+    "IPR049899__zinc_finger,_c2hc/c3h-type",
+    "IPR053891__shisa,_n-terminal_domain",
+    "IPR053896__butyrophilin_subfamily_3_member_a2-like,_ig-c_domain",
+    "IPR054076__zuotin-like,_zuotin_homology_domain",
+    "IPR054708__poly(a)_rna_polymerase,_mitochondrial-like,_central_palm_domain",
+    "IPR055256__khdc4/bbp-like,_kh-domain_type_i",
+    "IPR055355__zp-c_domain",
+    "IPR055356__zp-n_domain",
+    "IPR055414__disease_resistance_r13l4/shoc-2-like,_lrr_domain",
+    "IPR055439__eml-like,_first_beta-propeller_domain",
+    "IPR055442__eml-like,_second_beta-propeller_domain",
+    "IPR056436__zic1-5/gli1-3like,_c2h2_zinc_finger",
+    "IPR057244__gain,_subdomain_b"
+  ],
+  "rows": {
+    "train": 5307,
+    "validation": 1371,
+    "test": 1325
+  },
+  "source": "Figshare record 31169506, file h_sapiens_proteome_interpro_InterPro_domain_clustersplit_20_50.parquet.gz",
+  "licence": "CC BY 4.0"
+}

interpro_domain/test.parquet

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+size 598858

interpro_domain/train.parquet

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interpro_domain/validation.parquet

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interpro_family/metadata.json

@@ -0,0 +1,254 @@
+{
+  "config": "interpro_family",
+  "task_level": "protein",
+  "task_type": "multilabel",
+  "num_labels": 239,
+  "label_names": [
+    "IPR000006__metallothionein,_vertebrate",
+    "IPR000276__g_protein-coupled_receptor,_rhodopsin-like",
+    "IPR000286__histone_deacetylase_hdac",
+    "IPR000301__tetraspanin,_animals",
+    "IPR000558__histone_h2b",
+    "IPR000560__histidine_phosphatase_superfamily,_clade-2",
+    "IPR000615__bestrophin",
+    "IPR000725__olfactory_receptor",
+    "IPR000734__triacylglycerol_lipase_family",
+    "IPR000798__ezrin/radixin/moesin-like",
+    "IPR000832__gpcr,_family_2,_secretin-like",
+    "IPR000837__ap-1_transcription_factor",
+    "IPR000874__bombesin/neuromedin-b/ranatensin_peptide_family",
+    "IPR000911__ribosomal_protein_ul11",
+    "IPR000920__myelin_p0_protein-related",
+    "IPR000929__dopamine_receptor_family",
+    "IPR001067__nuclear_translocator",
+    "IPR001128__cytochrome_p450",
+    "IPR001314__peptidase_s1a,_chymotrypsin_family",
+    "IPR001353__proteasome,_subunit_alpha/beta",
+    "IPR001388__synaptobrevin-like",
+    "IPR001392__clathrin_adaptor,_mu_subunit",
+    "IPR001545__gonadotropin,_beta_subunit",
+    "IPR001564__nucleoside_diphosphate_kinase",
+    "IPR001613__flavin_amine_oxidase",
+    "IPR001675__glycosyl_transferase_family_29",
+    "IPR001753__enoyl-coa_hydratase/isomerase",
+    "IPR001806__small_gtpase",
+    "IPR001958__tetracycline_resistance_protein_teta/multidrug_resistance_protein_mdtg-like",
+    "IPR002051__haem_oxygenase",
+    "IPR002067__mitochondrial_carrier_protein",
+    "IPR002164__nucleosome_assembly_protein_(nap)",
+    "IPR002209__fibroblast_growth_factor_family",
+    "IPR002345__lipocalin",
+    "IPR002347__short-chain_dehydrogenase/reductase_sdr",
+    "IPR002398__peptidase_c14_family",
+    "IPR002401__cytochrome_p450,_e-class,_group_i",
+    "IPR002423__chaperonin_cpn60/groel/tcp-1_family",
+    "IPR002450__von_ebner's_gland_protein/_bos/can_allergen",
+    "IPR002494__keratin-associated_protein",
+    "IPR002495__glycosyl_transferase,_family_8",
+    "IPR002659__glycosyl_transferase,_family_31",
+    "IPR002777__prefoldin_beta-like",
+    "IPR002957__keratin,_type_i",
+    "IPR003092__two_pore_domain_potassium_channel,_task_family",
+    "IPR003177__cytochrome_c_oxidase_subunit_viia,_metazoa",
+    "IPR003280__two_pore_domain_potassium_channel",
+    "IPR003406__glycosyl_transferase,_family_14",
+    "IPR003578__small_gtpase_rho",
+    "IPR003689__zinc/iron_permease",
+    "IPR003968__potassium_channel,_voltage_dependent,_kv",
+    "IPR003971__potassium_channel,_voltage_dependent,_kv5/kv9",
+    "IPR004031__pmp-22/emp/mp20/claudin",
+    "IPR004156__organic_anion_transporter_polypeptide",
+    "IPR004171__camp-dependent_protein_kinase_inhibitor",
+    "IPR004299__membrane_bound_o-acyl_transferase,_mboat",
+    "IPR004301__nucleoplasmin_family",
+    "IPR004752__ampg-like_permease/acetyl-coenzyme_a_transporter_1",
+    "IPR005334__dynein_light_chain_tctex-1_like",
+    "IPR005828__major_facilitator,_sugar_transporter-like",
+    "IPR006028__gamma-aminobutyric_acid_a_receptor/glycine_receptor_alpha",
+    "IPR006187__claudin",
+    "IPR006201__neurotransmitter-gated_ion-channel",
+    "IPR006439__had_hydrolase,_subfamily_ia",
+    "IPR006838__adtrp/aig1",
+    "IPR006876__lmbr1-like_membrane_protein",
+    "IPR007237__cd20-like_family",
+    "IPR007305__vesicle_transport_protein,_got1/sft2-like",
+    "IPR007593__cd225/dispanin_family",
+    "IPR007659__keratin,_high-sulphur_matrix_protein",
+    "IPR007951__keratin-associated_protein,_pmg_type",
+    "IPR008428__chondroitin_n-acetylgalactosaminyltransferase",
+    "IPR009262__solute_carrier_family_35_member_slc35f1/f2/f6",
+    "IPR009637__transmembrane_protein_gpr107/gpr108-like",
+    "IPR010345__interleukin-17_family",
+    "IPR010548__bnip3",
+    "IPR011701__major_facilitator_superfamily",
+    "IPR012163__sialyltransferase",
+    "IPR013128__peptidase_c1a",
+    "IPR013273__adamts/adamts-like",
+    "IPR013836__cd34/podocalyxin",
+    "IPR014631__cellular_repressor_of_e1a-stimulated_genes_(creg)",
+    "IPR015496__ubiquilin",
+    "IPR015526__frizzled/secreted_frizzled-related_protein",
+    "IPR015615__transforming_growth_factor-beta-related",
+    "IPR015631__cd2/slam_family_receptor",
+    "IPR015812__integrin_beta_subunit",
+    "IPR016053__haem_oxygenase-like",
+    "IPR016272__lipase,_liph-type",
+    "IPR016469__carbohydrate_sulfotransferase",
+    "IPR016491__septin",
+    "IPR018154__tlv/env_coat_polyprotein",
+    "IPR018499__tetraspanin/peripherin",
+    "IPR019585__26s_proteasome_regulatory_subunit_rpn7/cop9_signalosome_complex_subunit_1",
+    "IPR021134__bestrophin-like",
+    "IPR021190__peptidase_m10a",
+    "IPR021743__keratin-associated_protein,_type8/19/20/21/22",
+    "IPR022352__insulin/igf/relaxin",
+    "IPR023235__fam105",
+    "IPR023333__proteasome_b-type_subunit",
+    "IPR024810__mab21l/cyclic_gmp-amp_synthase-like_receptor",
+    "IPR024936__cyclophilin-type_peptidyl-prolyl_cis-trans_isomerase",
+    "IPR026512__rgs7bp/rgs9bp_family",
+    "IPR026617__transmembrane_and_coiled-coil_domain-containing_protein_2/5",
+    "IPR027640__kinesin-like_protein",
+    "IPR027971__elongin_bc_and_polycomb_repressive_complex_2-associated_protein_epop-like",
+    "IPR028118__chibby_family",
+    "IPR028325__voltage-gated_potassium_channel",
+    "IPR028751__cation_channel_sperm-associated_auxiliary_subunit_delta/epsilon",
+    "IPR029684__schlafen_family",
+    "IPR030417__membrane-spanning_4-domains_subfamily_a",
+    "IPR030564__myotubularin",
+    "IPR031127__e3_ubiquitin_ligase_rbr_family",
+    "IPR031328__ephrin",
+    "IPR031627__pdzk1-interacting_protein_1/smim24",
+    "IPR032801__peroxiredoxin-like_2a/b/c",
+    "IPR037359__heparan_sulfate_sulfotransferase",
+    "IPR037796__transcription_initiation_factor_tfiid_subunit_6",
+    "IPR037936__netrin_receptor_unc5a-d",
+    "IPR039297__cytochrome_c_oxidase_subunit_vii",
+    "IPR039361__cyclin",
+    "IPR039809__chemokine_beta/gamma/delta",
+    "IPR040079__glutathione_transferase_family",
+    "IPR040167__transcription_factor_cp2-like",
+    "IPR040255__non-specific_endonuclease",
+    "IPR043183__dnaj_homolog_subfamily_b_member_2/6-like",
+    "IPR043198__cyclin/cyclin-like_subunit_ssn8",
+    "IPR043210__cd44_antigen-like",
+    "IPR043378__paired_mesoderm_homeobox_protein_1/2",
+    "IPR043563__nuclear_body_protein_sp110/sp140/sp140l-like",
+    "IPR044156__galectin-like",
+    "IPR045046__vacuolar_protein_sorting-associated_protein_9-like",
+    "IPR045103__e3_ubiquitin-protein_ligase_rnf5/rnf185-like",
+    "IPR045119__sun_domain-containing_protein_1-5",
+    "IPR046327__homeobox_protein_hox-a1/b1/d1",
+    "IPR046965__cyclin_a/b-like",
+    "IPR046985__inositol_5-phosphatase",
+    "IPR047132__olfactory_receptor_subfamily_6c-like",
+    "IPR048280__cytochrome_oxidase_c_subunit_vib-like",
+    "IPR050108__cyclin-dependent_kinase",
+    "IPR050111__c-type_lectin_and_snaclec_domain-containing_protein",
+    "IPR050113__ubiquitin-conjugating_enzyme",
+    "IPR050117__mitogen-activated_protein_(map)_kinase",
+    "IPR050122__receptor_tyrosine_kinase",
+    "IPR050125__g-protein_coupled_receptor_opsins",
+    "IPR050140__sry-related_hmg-box_transcription_factor-like",
+    "IPR050143__tripartite_motif-containing",
+    "IPR050150__immunoglobulin_variable_light_chain",
+    "IPR050160__major_histocompatibility_complex/immunoglobulin",
+    "IPR050164__ubiquitin_carboxyl-terminal_hydrolases",
+    "IPR050169__krueppel_c2h2-type_zinc-finger",
+    "IPR050185__ubiquitin_carboxyl-terminal_hydrolase",
+    "IPR050186__triose_phosphate/phosphate_translocator",
+    "IPR050199__immunoglobulin_heavy_variable",
+    "IPR050216__leucine-rich_repeat_domain-containing_protein",
+    "IPR050224__three_amino_acid_loop_extension_(tale)_homeobox",
+    "IPR050241__nad-capped_rna_hydrolase_nudc_subfamily",
+    "IPR050255__pou_domain_transcription_factor",
+    "IPR050281__flavin_monoamine_oxidase_and_related_enzymes",
+    "IPR050307__sterol_desaturase_and_related_enzymes",
+    "IPR050309__type-b_carboxylesterase/lipase",
+    "IPR050329__gli_c2h2-type_zinc-finger",
+    "IPR050331__zinc_finger",
+    "IPR050333__small_leucine-rich_proteoglycans",
+    "IPR050365__mitochondrial_import_inner_membrane_translocase_subunit_tim50",
+    "IPR050372__neurexin-related_cell_adhesion_and_synaptic_protein",
+    "IPR050373__fibrinogen_c-terminal_domain-containing_protein",
+    "IPR050380__immune_recognition_and_response_modulators",
+    "IPR050384__endophilin/sh3rf",
+    "IPR050394__homeobox_nk-like_transcription_regulators",
+    "IPR050402__olfactory_receptor_51/52/56-like",
+    "IPR050410__ccr4/nocturin_mrna_turnover_and_transcription",
+    "IPR050412__immunoglobulin-like_receptors_in_immune_regulation",
+    "IPR050427__human_olfactory_receptors",
+    "IPR050431__adaptor_complexes_medium_subunit",
+    "IPR050439__adamts_and_adamts-like",
+    "IPR050441__rna-binding_motif",
+    "IPR050457__zinc_finger_and_btb_domain-containing",
+    "IPR050467__leucine-rich_repeat_and_fibronectin_type-iii_domain-containing",
+    "IPR050502__eukaryotic_rna-binding",
+    "IPR050504__immunoglobulin_superfamily_btn/mog_domain-containing_protein",
+    "IPR050516__olfactory_g-protein_coupled_receptor",
+    "IPR050527__snail/krueppel_c2h2-type_zinc-finger",
+    "IPR050541__leucine-rich_repeat_and_transmembrane_domain-containing_protein",
+    "IPR050548__polycomb_group_and_chromatin_remodeling_factors",
+    "IPR050568__transcription/dna_replication_regulator",
+    "IPR050576__ciliary_and_flagellar_integrity-associated_protein",
+    "IPR050578__marvel_domain-containing_and_chemokine-like_factor_proteins",
+    "IPR050589__ikaros_c2h2-type_zinc-finger",
+    "IPR050617__e3_ubiquitin-protein_ligases_and_fn3/spry_domain-containing_proteins",
+    "IPR050636__c2h2-type_zinc_finger_domain-containing_protein",
+    "IPR050645__histidine_acid_phosphatase",
+    "IPR050649__paired_homeobox_transcription_factors",
+    "IPR050650__type_ii_cytokine_and_tissue_factor_receptors",
+    "IPR050653__protease_inhibitors_and_growth_factor_antagonists",
+    "IPR050663__ankyrin_repeat_and_socs_box",
+    "IPR050666__epithelial_splicing_regulatory",
+    "IPR050671__cd300_family_immune_receptors",
+    "IPR050685__low-density_lipoprotein_receptor",
+    "IPR050752__c2h2-type_zinc-finger_domain-containing_protein",
+    "IPR050754__peptidyl-prolyl_cis-trans_isomerase_fkbp4/5/8-like",
+    "IPR050755__trafac_ylqf/yawg_gtpases,_ribosome_maturation",
+    "IPR050758__zinc_finger_protein,_c2h2-type",
+    "IPR050774__kcmf1_and_dystrophin",
+    "IPR050776__ankyrin_repeat_and_cyclin-dependent_kinase_inhibitor",
+    "IPR050826__krueppel_c2h2-type_zinc_finger",
+    "IPR050840__adaptor_complexes_large_subunit",
+    "IPR050870__fast_kinase_domain-containing",
+    "IPR050888__zinc_finger_c2h2-type_transcription_regulators",
+    "IPR050918__cnf-like_phospholipase_a2_inhibitor",
+    "IPR050930__major_facilitator_superfamily_vesicular_transporter",
+    "IPR050933__circadian_clock_transcription_factors",
+    "IPR050944__family_with_sequence_similarity_83_(fam83)",
+    "IPR051002__ubiquitin-binding_and_autophagy-associated_domain-containing_protein",
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