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Supervised Learning Python Packages

Python packages with the GitHub topic supervised-learning. Sorted by relevance, with stars and monthly downloads.
rasbt
mlxtend

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

1.1M 5K 903
nikolas-virionis
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

133K 6 1
csinva
imodels

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

52K 2K 138
PyTorchLightning
lightning-bolts

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

30K 2K 315
benedekrozemberczki
karateclub

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

12K 2K 257
xcsf-dev
xcsf

XCSF learning classifier system: rule-based evolutionary machine learning

7K 36 13
mgraffg
evodag

Evolving Directed Acyclic Graph

4K 29 7
tomtung
omikuji

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

4K 91 11
PyTorchLightning
pytorch-lightning-bolts

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

3K 2K 315
Minqi824
adbench

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

2K 1K 151
simonprovost
scikit-longitudinal

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

2K 78 5
simonprovost
scikit-lexicographical-trees

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

2K 6 2
DTUComputeStatisticsAndDataAnalysis
mbpls

(Multiblock) Partial Least Squares Regression for Python

1K 33 8
echosprint
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.

1K 2 0
phurwicz
hover

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

944 330 19
felixriese
susi

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

868 116 22
simonprovost
auto-sklong

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

813 43 0
asheswook
visagesnap

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

640 3 0
philipdarke
torchtime

Benchmark time series data sets for PyTorch

592 36 5
jaswinder9051998
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.

545 254 47
pedbrgs
pyccea

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

536 15 2
nunenuh
torchwisdom

High level API for training deep learning model in PyTorch

506 7 3
toodef
neural-pipeline

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

496 312 23
javidsegura
efficient-classifier

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

482 3 3
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