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).

karateclub

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

lightning-bolts

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

prismboost

PrismBoost: gradient boosting with SEFR oblique splits for classification and regression

susi

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

xcsf

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

omikuji

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

evodag

Evolving Directed Acyclic Graph

buildml

BuildML is an advanced Python machine learning library created to simplify the machine learning lifecycle. It provides a comprehensive suite of tools, empowering data scientists and machine learning enthusiasts to effortlessly navigate the complexities of building, fine-tuning, and evaluating machine learning models

pytorch-lightning-bolts

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

scikit-longitudinal

Scikit-Longitudinal (Sklong) your tailored (health) Longitudinal machine learning library built on top of Scikit-Learn

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

adbench

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

mbpls

(Multiblock) Partial Least Squares Regression for Python

auto-sklong

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

scikit-lexicographical-trees

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

hover

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

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.

dbgsom

A scikit-learn compatible Python implementation of the Directed Batch Growing Self-Organizing Map

zoofs

zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.

henosis

A Python framework for deploying recommendation models for form fields.

cerebrum

Crossmodal Supervised Learning Toolkit using High-Performance Extreme Learning Machines over the audio-visual-textual data

visagesnap

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