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title: README
emoji: 💻
colorFrom: green
colorTo: red
sdk: static
pinned: true
---

# [K-RnD Lab] — Interactive Research Environments

**Author:** Oksana Kolisnyk · [KOSATIKS GROUP](https://kosatiks-group.pp.ua)

[K-RnD Lab] is organized across three connected spheres:

- `SCIENCE` — domain research questions
- `ENTREPRENEURSHIP` — opportunity, market, ecosystem work
- `TECHNOLOGY` — reusable tooling, scoring, dashboards, infrastructure

## Interactive Spaces

| Space | Sphere | Description |
|---|---|---|
| [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 |

## Python Packages (pip install)

| Package | Sphere | PyPI |
|---|---|---|
| [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 |

## Datasets & Models

| Repo | Type | Description |
|---|---|---|
| [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 |

## Three Spheres on GitHub

| Sphere | Repo |
|---|---|
| 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) |

## Sync Model

- 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.

## Disclaimer

All computational models are research-grade and hypothesis-generating. Simulated outputs require real validation before scientific, clinical, or commercial use.