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| title: README |
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| # [K-RnD Lab] — Interactive Research Environments |
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| **Author:** Oksana Kolisnyk · [KOSATIKS GROUP](https://kosatiks-group.pp.ua) |
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| [K-RnD Lab] is organized across three connected spheres: |
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| - `SCIENCE` — domain research questions |
| - `ENTREPRENEURSHIP` — opportunity, market, ecosystem work |
| - `TECHNOLOGY` — reusable tooling, scoring, dashboards, infrastructure |
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| ## Interactive Spaces |
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| | Space | Sphere | Description | |
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| | [SPHERE FRONTIER](https://huggingface.co/spaces/K-RnD-Lab/SPHERE-FRONTIER) | S+T | Current index of live Hugging Face environments | |
| | [Learning Playground](https://huggingface.co/spaces/K-RnD-Lab/Learning-Playground_03-2026) | S | Simulated exploration, student demos | |
| | [Cancer Research Suite](https://huggingface.co/spaces/K-RnD-Lab/Cancer-Research-Suite_03-2026) | S1 | Research-gap discovery, biomedical lookups | |
| | [PHYLO brca2-mirna](https://huggingface.co/spaces/K-RnD-Lab/PHYLO-03_2026-01_A1-brca2-mirna) | S1 | Dedicated BRCA2 miRNA demo | |
| | [bioscore](https://huggingface.co/spaces/K-RnD-Lab/bioscore) | T1 | Biomedical scoring demo | |
| | [set-method](https://huggingface.co/spaces/K-RnD-Lab/set-method) | T2 | SET classification, scoring, recommendation | |
| | [studyreg](https://huggingface.co/spaces/K-RnD-Lab/studyreg) | T3 | Current live study registry | |
| | [Partner Pool Simulator](https://huggingface.co/spaces/K-RnD-Lab/Partner-Pool-Simulator_05-2026) | S7 | S7-K partner-pool assumptions demo | |
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| ## Python Packages (pip install) |
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| | Package | Sphere | PyPI | |
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| | [bioscore](https://pypi.org/project/bioscore/) | T1 | Reproducibility, data quality, model readiness | |
| | [set-method](https://github.com/K-RnD-Lab/SPHERE-III-TECHNOLOGY) | T2 | SET classification, scoring, recommendation | |
| | [studyreg](https://pypi.org/project/studyreg/) | T3 | Study pre-registration, search, validation | |
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| ## Datasets & Models |
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| | Repo | Type | Description | |
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| | [studyreg-sample-dataset](https://huggingface.co/datasets/K-RnD-Lab/studyreg-sample-dataset) | Dataset | Sample studies for studyreg | |
| | [set-method](https://huggingface.co/K-RnD-Lab/set-method) | Model | SET framework reference | |
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| ## Three Spheres on GitHub |
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| | Sphere | Repo | |
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| | SCIENCE | [SPHERE-I-SCIENCE](https://github.com/K-RnD-Lab/SPHERE-I-SCIENCE) | |
| | ENTREPRENEURSHIP | [SPHERE-II-ENTREPRENEURSHIP](https://github.com/K-RnD-Lab/SPHERE-II-ENTREPRENEURSHIP) | |
| | TECHNOLOGY | [SPHERE-III-TECHNOLOGY](https://github.com/K-RnD-Lab/SPHERE-III-TECHNOLOGY) | |
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| ## Sync Model |
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| - GitHub sphere repos keep research structure, reports, notebooks, and source maps. |
| - Hugging Face Spaces keep interactive demos and app runtimes. |
| - `SPHERE-I-SCIENCE/spaces/` mirrors the current Hugging Face app layer for audit and synchronization. |
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| ## Disclaimer |
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| All computational models are research-grade and hypothesis-generating. Simulated outputs require real validation before scientific, clinical, or commercial use. |
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