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hyperparameter-optimization

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Here are 1,262 public repositories matching this topic...

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ray-project / ray

Star 44.3k

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

python data-science machine-learning reinforcement-learning deep-learning deployment tensorflow optimization parallel pytorch distributed hyperparameter-optimization ray hyperparameter-search serving rllib large-language-models llm llm-serving llm-inference
  • Updated Nov 12, 2026
  • Python

d2l-ai / d2l-en

Star 30k

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

python data-science machine-learning natural-language-processing reinforcement-learning computer-vision deep-learning mxnet book notebook tensorflow keras pytorch kaggle hyperparameter-optimization recommender-system gaussian-processes jax
  • Updated Aug 18, 2024
  • Python

optuna / optuna

Sponsor
Star 15k

A hyperparameter optimization framework

python machine-learning parallel distributed hyperparameter-optimization
  • Updated Nov 12, 2026
  • Python
nni

microsoft / nni

Star 14.4k

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

python data-science machine-learning deep-learning neural-network tensorflow machine-learning-algorithms pytorch distributed hyperparameter-optimization feature-engineering nas bayesian-optimization hyperparameter-tuning automl automated-machine-learning model-compression neural-architecture-search deep-neural-network mlops
  • Updated Jul 3, 2024
  • Python
wandb

wandb / wandb

Star 11.3k

The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.

data-science machine-learning reinforcement-learning ai deep-learning tensorflow keras collaboration pytorch hyperparameter-optimization reproducibility hyperparameter-tuning data-versioning hyperparameter-search model-versioning jax mlops experiment-track ml-platform
  • Updated Nov 11, 2026
  • Python

autogluon / autogluon

Star 10.8k

Fast and Accurate ML in 3 Lines of Code

python data-science machine-learning natural-language-processing computer-vision deep-learning time-series scikit-learn tabular-data pytorch forecasting hyperparameter-optimization ensemble-learning object-detection transfer-learning structured-data gluon automl automated-machine-learning autogluon
  • Updated Nov 11, 2026
  • Python

EpistasisLab / tpot

Star 10.1k

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

python data-science machine-learning automation random-forest scikit-learn aiml model-selection hyperparameter-optimization feature-engineering automl gradient-boosting automated-machine-learning parameter-tuning alzheimer alzheimers nia adsp ag066833 u01ag066833
  • Updated Sep 11, 2025
  • Jupyter Notebook

automl / auto-sklearn

Sponsor
Star 8.1k

Automated Machine Learning with scikit-learn

scikit-learn hyperparameter-optimization bayesian-optimization hyperparameter-tuning automl automated-machine-learning smac meta-learning hyperparameter-search metalearning
  • Updated Sep 15, 2026
  • Python

microsoft / FLAML

Star 4.4k

A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

python data-science machine-learning natural-language-processing deep-learning random-forest scikit-learn jupyter-notebook tabular-data regression tuning hyperparameter-optimization classification natural-language-generation automl automated-machine-learning finetuning timeseries-forecasting hyperparam
  • Updated Nov 11, 2026
  • Jupyter Notebook

amanchadha / coursera-deep-learning-specialization

Star 4.4k

Notes, programming assignments and quizzes from all courses within the Coursera Deep Learning specialization offered by deeplearning.ai: (i) Neural Networks and Deep Learning; (ii) Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization; (iii) Structuring Machine Learning Projects; (iv) Convolutional Neural Network…

deep-learning neural-network coursera recurrent-neural-networks neural-networks hyperparameter-optimization regularization convolutional-neural-networks neural-machine-translation coursera-machine-learning convolutional-neural-network hyperparameter-tuning andrew-ng coursera-assignment cnns rnns andrew-ng-course recurrent-neural-network neural-style-transfer coursera-specialization
  • Updated Jun 10, 2026
  • Jupyter Notebook

hibayesian / awesome-automl-papers

Star 4.2k

A curated list of automated machine learning papers, articles, tutorials, slides and projects

hyperparameter-optimization automl neural-architecture-search automated-feature-engineering
  • Updated Jun 11, 2024

polyaxon / polyaxon

Star 3.7k

AI Infra / AI Orchestration / AI Control Plane

kubernetes workflow data-science machine-learning reinforcement-learning deep-learning jupyter notebook tensorflow sandbox keras pipelines pytorch artificial-intelligence hyperparameter-optimization k8s jupyterlab agents harness mlops
  • Updated Nov 12, 2026
  • MDX
mljar-supervised

mljar / mljar-supervised

Star 3.3k

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

data-science machine-learning neural-network random-forest scikit-learn xgboost hyperparameter-optimization lightgbm ensemble feature-engineering decision-tree hyper-parameters automl automated-machine-learning catboost mljar automl-api automl-python
  • Updated Nov 5, 2026
  • Python
determined

determined-ai / determined

Star 3.2k

Determined is an open-source machine learning platform that simplifies distributed training, hyperparameter tuning, experiment tracking, and resource management. Works with PyTorch and TensorFlow.

kubernetes data-science machine-learning deep-learning tensorflow keras pytorch hyperparameter-optimization hyperparameter-tuning hyperparameter-search distributed-training ml-infrastructure mlops ml-platform
  • Updated Mar 20, 2025
  • Go

keras-team / keras-tuner

Star 2.9k

A Hyperparameter Tuning Library for Keras

machine-learning deep-learning tensorflow keras hyperparameter-optimization automl
  • Updated Dec 1, 2025
  • Python
rl-baselines3-zoo

DLR-RM / rl-baselines3-zoo

Star 2.9k

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

reinforcement-learning robotics optimization lab deep-reinforcement-learning pytorch openai gym hyperparameter-optimization rl sde hyperparameter-tuning hyperparameter-search pybullet stable-baselines pybullet-environments tuning-hyperparameters
  • Updated Oct 27, 2026
  • Python

scikit-optimize / scikit-optimize

Star 2.8k

Sequential model-based optimization with a `scipy.optimize` interface

visualization machine-learning binder optimization scikit-learn scientific-visualization scientific-computing hyperparameter-optimization bayesopt bayesian-optimization hacktoberfest hyperparameter-tuning hyperparameter hyperparameter-search sequential-recommendation
  • Updated Feb 23, 2024
  • Python

maxpumperla / hyperas

Sponsor
Star 2.2k

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

keras hyperparameter-optimization hyperopt
  • Updated Jan 5, 2023
  • Python

google / vizier

Star 1.7k

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

open-source distributed-systems machine-learning google algorithm deep-learning optimization distributed-computing grpc tuning hyperparameter-optimization evolutionary-algorithms tuning-parameters bayesian-optimization hyperparameter-tuning blackbox-optimization vizier
  • Updated Nov 11, 2026
  • Python

ClimbsRocks / auto_ml

Star 1.7k

[UNMAINTAINED] Automated machine learning for analytics & production

python data-science machine-learning deep-learning analytics tensorflow scikit-learn keras artificial-intelligence xgboost hyperparameter-optimization lightgbm machine-learning-library deeplearning production-ready feature-engineering machine-learning-pipelines automl gradient-boosting automated-machine-learning
  • Updated Feb 10, 2021
  • Python

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