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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.