Parameter Tuning Python Packages

spark-sklearn

(Deprecated) Scikit-learn integration package for Apache Spark

147K 1K 224

tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

16K 10K 2K

tune

An abstraction layer for parameter tuning

9K 35 3

shap-hypetune

A python package for simultaneous Hyperparameters Tuning and Features Selection for Gradient Boosting Models.

5K 584 72

hyperactive

A unified interface for optimization algorithms and experiments

4K 550 72

iopt

Framework of intelligent optimization methods iOpt

2K 57 25

fedot

Automated modeling and machine learning framework FEDOT

993 711 98

jd-worker

A job distributor to run multiple processes independently across heterogeneous compute machines.

716 3 2

craceplot

cplot provides a set of functions to create plots to visualize the data from the crace package.

532 2 0

alchemy-cat

Alchemy Cat —— 🔥Config System for SOTA

532 109 7

tpot2

⚠️ DEPRECATED. The work in this repository was merged into the main TPOT project as version 1.0. Please visit the active repository here: https://github.com/EpistasisLab/tpot/tree/main A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

455 249 33

opticomp

Easily compare/benchmark optimizers on a custom or common objective.

179 2 0

coexist

Learning simulation parameters from experimental data, from the micro to the macro, from laptops to clusters.

152 20 5

eptune

EPTune: Parameter Tuning using Evolutionary Algorithm.

136 2 0

hyperassist

A modular tool for analyzing machine learning training logs and hyperparameters. It helps developers and researchers gain insight into training dynamics, surface anomalies, and improve model performance through informed tuning.

111 4 0

fedot-example-test

Automated modeling and machine learning framework FEDOT

107 711 98

paramtunercv

Interactive image viewer and processing application for computer vision research and real-time parameter tuning with OpenCV

78 13 0

stexus

A flexible optimization tool that connects (hyper)parameter optimization engines with custom experiments through template-based configuration and a task, e.g. scripting.

73 0 0