Supervised Learning Python Packages

mlxtend

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

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

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 evolutionary machine learning

evodag

Evolving Directed Acyclic Graph

omikuji

Python binding to Omikuji, an efficient implementation of Partioned Label Trees and its variations for extreme multi-label classification

pytorch-lightning-bolts

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

adbench

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

scikit-longitudinal

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

scikit-lexicographical-trees

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

mbpls

(Multiblock) Partial Least Squares Regression for Python

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.

hover

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

susi

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

auto-sklong

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

visagesnap

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

torchtime

Benchmark time series data sets for PyTorch

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.

pyccea

A Python package of cooperative co-evolutionary algorithms for feature selection in high-dimensional data.

torchwisdom

High level API for training deep learning model in PyTorch

neural-pipeline

Neural networks training pipeline based on PyTorch. Designed to standardize training process and to increase coding preformance

efficient-classifier

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