Model Comparison Python Packages

jaxns

Probabilistic Programming and Nested sampling in JAX

regscorepy

This is the repo for a python package that does model comparison between different regression models.

finetunecheck

Automated base vs fine-tuned LLM comparison with forgetting detection, capability retention scoring, and visual diff reports.

lazygrid

Automatic, efficient and flexible implementation of complex machine learning pipeline generation and cross-validation.

octopus-ml

A collection of handy ML and data visualization and validation tools. Go ahead and train, evaluate and validate your ML models and data with minimal effort.

bayes-compass

COMPASS: A Python package for bayesian model comparison in a simulation based setting

model-compare

model-compare evaluates AI models side‑by‑side based on user tasks, rating accuracy, creativity, and efficiency to guide model choice.

madys

MADYS: isochronal parameter determination for young stellar and substellar objects

dissectml

The missing middle layer between EDA and AutoML — unified pipeline from deep data understanding to model comparison in 3 function calls. Deep EDA, 36-model battle arena, statistical significance testing, target leakage detection, and publication-ready HTML reports.

bfas

Brute Force Architecture Search