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asgl

A regression solver for linear and quantile regression models and lasso based penalizations'

bartpy

Bayesian Additive Regression Trees For Python

boruta-shap

A Tree based feature selection tool which combines both the Boruta feature selection algorithm with shapley values.

cvxpy

A Python-embedded modeling language for convex optimization problems.

dcekit

DCEKit (Data Chemical Engineering toolKit)

deep-forest

An Efficient, Scalable and Optimized Python Framework for Deep Forest (2021.2.1)

deltapy

DeltaPy - Tabular Data Augmentation (by @firmai)

facet

Human-explainable AI.

flaml

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

gbart

guikit-learn

imodels_

Interpretable ML package 🔍 for concise, transparent, and accurate predictive modeling (sklearn-compatible).

kobayakawa

linear-tree

A python library to build Model Trees with Linear Models at the leaves.

lire

LIRE: Locally Interpretable Rule Ensemble [ECMLPKDD-23]

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

movie_cutter

n_downloader

ngboost

Natural Gradient Boosting for Probabilistic Prediction

openfe

OpenFE: automated feature generation with expert-level performance

optuna

A hyperparameter optimization framework

polylearn

A library for factorization machines and polynomial networks for classification and regression in Python.

prf

Probabilistic Random Forest: A machine learning algorithm for noisy datasets

pygam

[HELP REQUESTED] Generalized Additive Models in Python

pysisso

Python interface to the SISSO (Sure Independence Screening and Sparsifying Operator) method.

pytools

Foundational tools for BCG GAMMA’s data science packages.

quantile-forest

Quantile Regression Forests compatible with scikit-learn.

regularized-random-forest

Regularized Random ForestをPythonで使えるようにする

rgf

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

rotationforest

A python implementation of the Rotation Forest algorithm per https://arxiv.org/abs/1809.06705.