Scikit OptimizeSequential model-based optimization with a `scipy.optimize` interface
Stars: ✭ 2,258 (-61.83%)
Mutual labels: bayesian-optimization, scikit-learn, hyperparameter-optimization, hyperparameter-tuning, hyperparameter-search
mindwareAn efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.
Stars: ✭ 34 (-99.43%)
Mutual labels: hyperparameter-optimization, bayesian-optimization, hyperparameter-tuning, automl, automated-machine-learning
HyperactiveA hyperparameter optimization and data collection toolbox for convenient and fast prototyping of machine-learning models.
Stars: ✭ 182 (-96.92%)
Mutual labels: meta-learning, scikit-learn, hyperparameter-optimization, bayesian-optimization, automated-machine-learning
LaleLibrary for Semi-Automated Data Science
Stars: ✭ 198 (-96.65%)
Mutual labels: scikit-learn, automl, hyperparameter-optimization, hyperparameter-tuning, automated-machine-learning
Smac3Sequential Model-based Algorithm Configuration
Stars: ✭ 564 (-90.47%)
Mutual labels: automl, hyperparameter-optimization, bayesian-optimization, hyperparameter-tuning, automated-machine-learning
Mljar SupervisedAutomated Machine Learning Pipeline with Feature Engineering and Hyper-Parameters Tuning 🚀
Stars: ✭ 961 (-83.76%)
Mutual labels: scikit-learn, automl, hyperparameter-optimization, automated-machine-learning
NniAn open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
Stars: ✭ 10,698 (+80.83%)
Mutual labels: automl, hyperparameter-optimization, bayesian-optimization, automated-machine-learning
maggyDistribution transparent Machine Learning experiments on Apache Spark
Stars: ✭ 83 (-98.6%)
Mutual labels: hyperparameter-optimization, hyperparameter-tuning, automl, hyperparameter-search
AutogluonAutoGluon: AutoML for Text, Image, and Tabular Data
Stars: ✭ 3,920 (-33.74%)
Mutual labels: scikit-learn, automl, hyperparameter-optimization, automated-machine-learning
AuptimizerAn automatic ML model optimization tool.
Stars: ✭ 166 (-97.19%)
Mutual labels: automl, hyperparameter-optimization, hyperparameter-tuning, automated-machine-learning
TpotA Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
Stars: ✭ 8,378 (+41.62%)
Mutual labels: scikit-learn, automl, hyperparameter-optimization, automated-machine-learning
Auto-SurpriseAn AutoRecSys library for Surprise. Automate algorithm selection and hyperparameter tuning 🚀
Stars: ✭ 19 (-99.68%)
Mutual labels: hyperparameter-tuning, automl, automated-machine-learning, hyperparameter-search
Hpbandstera distributed Hyperband implementation on Steroids
Stars: ✭ 456 (-92.29%)
Mutual labels: automl, hyperparameter-optimization, bayesian-optimization, automated-machine-learning
Auto ml[UNMAINTAINED] Automated machine learning for analytics & production
Stars: ✭ 1,559 (-73.65%)
Mutual labels: scikit-learn, automl, hyperparameter-optimization, automated-machine-learning
Tune SklearnA drop-in replacement for Scikit-Learn’s GridSearchCV / RandomizedSearchCV -- but with cutting edge hyperparameter tuning techniques.
Stars: ✭ 241 (-95.93%)
Mutual labels: scikit-learn, automl, bayesian-optimization, hyperparameter-tuning
FEDOTAutomated modeling and machine learning framework FEDOT
Stars: ✭ 312 (-94.73%)
Mutual labels: hyperparameter-optimization, automl, automated-machine-learning
Meta-SACAuto-tune the Entropy Temperature of Soft Actor-Critic via Metagradient - 7th ICML AutoML workshop 2020
Stars: ✭ 19 (-99.68%)
Mutual labels: hyperparameter-optimization, automl, meta-learning
differential-privacy-bayesian-optimizationThis repo contains the underlying code for all the experiments from the paper: "Automatic Discovery of Privacy-Utility Pareto Fronts"
Stars: ✭ 22 (-99.63%)
Mutual labels: hyperparameter-optimization, bayesian-optimization, hyperparameter-tuning
SherpaHyperparameter optimization that enables researchers to experiment, visualize, and scale quickly.
Stars: ✭ 289 (-95.11%)
Mutual labels: hyperparameter-optimization, bayesian-optimization, hyperparameter-tuning