README.md

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title: README
emoji: 💻
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colorTo: red
sdk: static
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[K-RnD Lab] — Interactive Research Environments

Author: Oksana Kolisnyk · KOSATIKS GROUP

[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	S+T	Current index of live Hugging Face environments
Learning Playground	S	Simulated exploration, student demos
Cancer Research Suite	S1	Research-gap discovery, biomedical lookups
PHYLO brca2-mirna	S1	Dedicated BRCA2 miRNA demo
bioscore	T1	Biomedical scoring demo
set-method	T2	SET classification, scoring, recommendation
studyreg	T3	Current live study registry
Partner Pool Simulator	S7	S7-K partner-pool assumptions demo

Python Packages (pip install)

Package	Sphere	PyPI
bioscore	T1	Reproducibility, data quality, model readiness
set-method	T2	SET classification, scoring, recommendation
studyreg	T3	Study pre-registration, search, validation

Datasets & Models

Repo	Type	Description
studyreg-sample-dataset	Dataset	Sample studies for studyreg
set-method	Model	SET framework reference

Three Spheres on GitHub

Sphere	Repo
SCIENCE	SPHERE-I-SCIENCE
ENTREPRENEURSHIP	SPHERE-II-ENTREPRENEURSHIP
TECHNOLOGY	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.