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The Top 18 Python Hyperparameter Search Open Source Projects

Open source projects categorized as Python Hyperparameter Search
Categories > Hyperparameter Search
Ray ⭐ 29,596
Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.
dependent packages 363total releases 95most recent commit 3 months agopypi ray} Downloads
Auto Sklearn ⭐ 7,262
Automated Machine Learning with scikit-learn
dependent packages 24total releases 42most recent commit 4 months agopypi auto-sklearn} Downloads
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19most recent commit 3 months agopypi scikit-optimize} Downloads
Rl Baselines3 Zoo ⭐ 1,640
A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.
dependent packages 2total releases 18most recent commit 3 months agopypi rl-zoo3} Downloads
Rl Baselines Zoo ⭐ 1,025
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
most recent commit 2 years ago
Smac3 ⭐ 938
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
dependent packages 1total releases 9most recent commit 4 months ago
Octis ⭐ 647
OCTIS: Comparing Topic Models is Simple! A python package to optimize and evaluate topic models (accepted at EACL2021 demo track)
total releases 34most recent commit 4 months ago
Neuraxle ⭐ 533
The world's cleanest AutoML library ✨ - Do hyperparameter tuning with the right pipeline abstractions to write clean deep learning production pipelines. Let your pipeline steps have hyperparameter spaces. Design steps in your pipeline like components. Compatible with Scikit-Learn, TensorFlow, and most other libraries, frameworks and MLOps environments.
dependent packages 1total releases 26most recent commit 2 years agopypi neuraxle} Downloads
Lale ⭐ 321
Library for Semi-Automated Data Science
dependent packages 1total releases 83most recent commit 2 months agopypi lale} Downloads
Deephyper ⭐ 253
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
dependent packages 1total releases 30most recent commit 3 months agopypi deephyper} Downloads
Pbt ⭐ 122
Population Based Training (in PyTorch with sqlite3). Status: Unsupported
most recent commit 6 years ago
Maggy ⭐ 88
Distribution transparent Machine Learning experiments on Apache Spark
total releases 21most recent commit 5 months ago
Hyperopt Keras Cnn Cifar 100 ⭐ 87
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
most recent commit 6 years ago
Auto Surprise ⭐ 25
An AutoRecSys library for Surprise. Automate algorithm selection and hyperparameter tuning 🚀
total releases 10most recent commit 6 months ago
Tuna ⭐ 24
Hyperparameter search for AllenNLP - powered by Ray TUNE
most recent commit 5 years ago
Tiny Imagenet 200 ⭐ 22
🔬 Some personal research code on analyzing CNNs. Started with a thorough exploration of Stanford's Tiny-Imagenet-200 dataset.
most recent commit 5 years ago
Malet ⭐ 16
🔨 Malet (Machine Learning Experiment Tool) is a tool for efficient machine learning experiment execution, logging, analysis, and plot making.
most recent commit 3 months ago
Scikit Nni ⭐ 12
AutoML - Hyper parameters search for scikit-learn pipelines using Microsoft NNI
total releases 2most recent commit 4 years ago
The 8 Most Depended On Python Hyperparameter Search Open Source Projects
Scikit Optimize ⭐ 2,700
Sequential model-based optimization with a `scipy.optimize` interface
dependent packages 191total releases 19latest release October 12, 2021most recent commit 3 months agopypi scikit-optimize} Downloads
Auto Sklearn ⭐ 7,262
Automated Machine Learning with scikit-learn
dependent packages 24total releases 42latest release September 20, 2022most recent commit 4 months agopypi auto-sklearn} Downloads
Lale ⭐ 321
Library for Semi-Automated Data Science
dependent packages 1total releases 83latest release September 05, 2023most recent commit 2 months agopypi lale} Downloads
Smac3 ⭐ 938
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
dependent packages 1total releases 9latest release September 21, 2022most recent commit 4 months ago
Deephyper ⭐ 253
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
dependent packages 1total releases 30latest release August 21, 2023most recent commit 3 months agopypi deephyper} Downloads
The 10 Latest Releases In Python Hyperparameter Search Open Source Projects
Lale ⭐ 321
Library for Semi-Automated Data Science
dependent packages 1total releases 83latest release September 05, 2023most recent commit 2 months agopypi lale} Downloads
Deephyper ⭐ 253
DeepHyper: Scalable Asynchronous Neural Architecture and Hyperparameter Search for Deep Neural Networks
dependent packages 1total releases 30latest release August 21, 2023most recent commit 3 months agopypi deephyper} Downloads
Smac3 ⭐ 938
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization
dependent packages 1total releases 9latest release September 21, 2022most recent commit 4 months ago
Auto Sklearn ⭐ 7,262
Automated Machine Learning with scikit-learn
dependent packages 24total releases 42latest release September 20, 2022most recent commit 4 months agopypi auto-sklearn} Downloads
Maggy ⭐ 88
Distribution transparent Machine Learning experiments on Apache Spark
total releases 21latest release June 03, 2022most recent commit 5 months ago
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