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

exp

python experiment management toolset

lazygrid

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

elimination-search-cv

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

gridparse

Grid search directly from argparse

gentun

Hyperparameter tuning for machine learning models using a distributed genetic algorithm