Supervised Learning Python Packages

mlxtend

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

imodels

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

lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

karateclub

Karate Club: An API Oriented Open-source Python Framework for Unsupervised Learning on Graphs (CIKM 2020)

xcsf

XCSF learning classifier system: rule-based online evolutionary machine learning

evodag

Evolving Directed Acyclic Graph

pytorch-lightning-bolts

Toolbox of models, callbacks, and datasets for AI/ML researchers.

adbench

Official Implement of "ADBench: Anomaly Detection Benchmark", NeurIPS 2022.

omikuji

An efficient implementation of Partitioned Label Trees & its variations for extreme multi-label classification

scikit-longitudinal

Scikit-longitudinal is an open-source Python library for longitudinal data analysis, building on Scikit-learn's foundation with tools tailored for repeated measures data.

tabular-transformer

An end-to-end deep learning framework based on Transformer model, adapted for tabular data domain, support both supervised and self-supervised learning, used for regression, classification tasks.

spotify-recommender-api

Introducing "spotify-recommender-api", a pip package that uses an adaptation of the KNN algorithm to make personalized song recommendations for users. It analyzes your Spotify listening stats and suggests new tracks you may enjoy, and also clusters similar songs on a big playlist in order to help one find songs that play well in a smaller playlist

mbpls

(Multiblock) Partial Least Squares Regression for Python

susi

SuSi: Python package for unsupervised, supervised and semi-supervised self-organizing maps (SOM)

efficient-classifier

Dataset-agnostic ML classification library. Visualization tools, Slack integration, multi-pipelines architectures support.

auto-sklong

An Automated Machine Learning system for longitudinal classification built on GAMA and Scikit-Longitudinal

artificial-neural-network-model-automation

This repository is for automating artificial neural network model creation with tabular data using Keras framework.

scikit-lexicographical-trees

scikit-lexicographical-trees: Based upon Scikit-Learn(-tree), it offers adapted trees and forest for Longitudinal Classification

visagesnap

Easy-to-Use library to recognize faces, train the model, provide predictions

hover

:speedboat: Label data at scale. Fun and precision included.

torchtime

Benchmark time series data sets for PyTorch

torchwisdom

High level API for training deep learning model in PyTorch

zoofs

zoofs is a Python library for performing feature selection using an variety of nature inspired wrapper algorithms..

henosis

A Python framework for deploying recommendation models for form fields.