tresoldi

tabby

Self-hosted AI coding assistant

pymc

Bayesian Modeling and Probabilistic Programming in Python

autogluon

Fast and Accurate ML in 3 Lines of Code

hummingbird

Hummingbird compiles trained ML models into tensor computation for faster inference.

lifelines

Survival analysis in Python

football_analytics

📊⚽ A collection of football analytics projects, data, and analysis by Edd Webster (@eddwebster), including a curated list of publicly available resources published by the football analytics community.

CausalImpact

An R package for causal inference in time series

Academic-project-page-template

A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/

ngboost

Natural Gradient Boosting for Probabilistic Prediction

fancyimpute

Multivariate imputation and matrix completion algorithms implemented in Python

scikit-survival

Survival analysis built on top of scikit-learn

SALib

Sensitivity Analysis Library in Python. Contains Sobol, Morris, FAST, and other methods.

iterative-stratification

scikit-learn cross validators for iterative stratification of multilabel data

featurewiz

Use advanced feature engineering strategies and select best features from your data set with a single line of code. Created by Ram Seshadri. Collaborators welcome.

bayestestR

:ghost: Utilities for analyzing Bayesian models and posterior distributions

sapientml

Generative AutoML for Tabular Data

Interpretable-Machine-Learning-with-Python

Interpretable Machine Learning with Python, published by Packt

rsample

Classes and functions to create and summarize resampling objects

scikit-learn-extra

scikit-learn contrib estimators

probably

Tools for post-processing class probability estimates

treeshap

Compute SHAP values for your tree-based models using the TreeSHAP algorithm

dodiscover

[Experimental] Global causal discovery algorithms

scikit-tree

Scikit-learn compatible decision trees beyond those offered in scikit-learn

multipa

Universal multilingual automatic speech transcription into IPA

pywhy-graphs

[Experimental] Causal graphs that are networkx-compliant for the py-why ecosystem.

TreeGrad

phyloGAN

phyloGAN is a Generative Adversarial Network (GAN) that infers phylognetic relationships.

iecor

CogDetect

Code for EACL-2024 paper

MixteCaSo