Grid Search Python Packages

spark-sklearn

(Deprecated) Scikit-learn integration package for Apache Spark

test-tube

Python library to easily log experiments and parallelize hyperparameter search for neural networks

pyruns

A lightweight Python CLI for batch experiments: auto-generate tasks from configs, run in parallel, and track results with real-time monitoring.

sklearn-genetic-opt

Hyperparameter optimization and feature selection for scikit-learn using evolutionary algorithms. A modern alternative to GridSearchCV and RandomizedSearchCV.

dlk

A PyTorch Based Deep Learning Quick Develop Framework. One-Stop for train/predict/server/demo

lazygrid

Automatic, efficient and flexible implementation of complex machine learning pipeline generation and cross-validation.

exp

python experiment management toolset

gridparse

An ArgumentParser that replaces bash grid-search for loops with no learning curve.

hyperphoenixcv

Resumable hyperparameter search for scikit-learn, backed by local SQLite. Restart interrupted experiments without losing completed trials.

gentun

Hyperparameter tuning for machine learning models using a distributed genetic algorithm

elimination-search-cv

A scikit-learn compatible hyperparameter search that progressively eliminates low-scoring values — fewer fits, same best params.