Hypothesis Generation Python Packages

cognitive-discovery-platform

Cognitive Discovery System — pure Python scientific computing. 18 modules: quantum, ML, NLP, graph theory, Monte Carlo, ODE solvers, FFT & signal filters, optimization, probability, statistics & time-series, symbolic math, numerical integration (1-D/2-D), knowledge graph. 1438 tests, 100% coverage, v1.2.3.

cognitive-discovery-system

Cognitive Discovery System — pure Python scientific computing. 18 modules: quantum, ML, NLP, graph theory, Monte Carlo, ODE solvers, FFT & signal filters, optimization, probability, statistics & time-series, symbolic math, numerical integration (1-D/2-D), knowledge graph. 1438 tests, 100% coverage, v1.2.3.

hypogenic

A package for generating and evaluating hypotheses.

topometry

Systematically learn and evaluate the latent geometry of high-dimensional data, with a focus on scRNAseq analysis

iris-gate

IRIS Gate Protocol: Cross-architecture phenomenological convergence research (RFC v0.2)