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

adbench

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

dbgsom

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

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.

omikuji

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

pytorch-lightning-bolts

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

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.

mbpls

(Multiblock) Partial Least Squares Regression for Python

scikit-longitudinal

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

artificial-neural-network-model-automation

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

hover

Label data at scale. Fun and precision included.

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

torchtime

Benchmark time series data sets for PyTorch

weasel-classifier

WEASEL 2.0 - A Random Dilated Dictionary Transform for Fast, Accurate and Constrained Memory Time Series Classification

spotify-recommender-api

Python package which takes the songs of a greater playlist as starting point to make recommendations of groups of songs that might bond well within that same playlist, using K-Nearest-Neighbors Technique

torchwisdom

High level API for training deep learning model in PyTorch

blossom-data

A fluent, scalable, and easy-to-use LLM data processing framework.