gamma-facetHuman-explainable AI.data-analyticsdata-scienceexplainable-aihyperparameter-tuninginterpretabilitymachine-learningmodel-selectionpythonshap-vector-decompositionsimulationstatistics
wandbA CLI and library for interacting with the Weights & Biases API.aicollaborationdata-sciencedata-versioningdeep-learningexperiment-trackhyperparameter-optimizationhyperparameter-searchhyperparameter-tuningjaxkerasmachine-learningml-platformmlopsmodel-versioningpytorchreinforcement-learningreproducibilitytensorflow
skypilotSkyPilot: An intercloud broker for the cloudscloud-computingcloud-managementcost-managementcost-optimizationdata-sciencedeep-learningdistributed-trainingfinopsgpuhyperparameter-tuningjob-queuejob-schedulerllm-servingllm-trainingmachine-learningml-infrastructureml-platformmulticloudspot-instancestpu
google-vizierOpen Source Vizier: Distributed service framework for blackbox optimization and research.aimachinelearninghyperparameterblackboxoptimizationframeworkalgorithmbayesian-optimizationblackbox-optimizationdeep-learningdistributed-computingdistributed-systemsevolutionary-algorithmsgooglegrpchyperparameter-optimizationhyperparameter-tuningmachine-learningopen-sourcetuningtuning-parametersvizier
auto-sklearnAutomated machine learning.automated-machine-learningautomlbayesian-optimizationhyperparameter-optimizationhyperparameter-searchhyperparameter-tuningmeta-learningmetalearningscikit-learnsmac
evalmlan AutoML library that builds, optimizes, and evaluates machine learning pipelines using domain-specific objective functionsdatasciencemachinelearningoptimizationautomldata-sciencefeature-engineeringfeature-selectionhyperparameter-tuningmachine-learningmodel-selection
smacSMAC3, a Python implementation of 'Sequential Model-based Algorithm Configuration'.algorithm-configurationautomated-machine-learningautomlbayesian-optimisationbayesian-optimizationconfigurationgaussian-processhyperparameter-optimizationhyperparameter-searchhyperparameter-tuningrandom-forest
nniNeural Network Intelligence projectautomated-machine-learningautomlbayesian-optimizationdata-sciencedeep-learningdeep-neural-networkdistributedfeature-engineeringhyperparameter-optimizationhyperparameter-tuningmachine-learningmachine-learning-algorithmsmlopsmodel-compressionnasneural-architecture-searchneural-networkpythonpytorchtensorflow
nextai-prismPrism: An intercloud broker for the cloudscloud-computingcloud-managementcost-managementcost-optimizationdata-sciencedeep-learningdistributed-trainingfinopsgpuhyperparameter-tuningjob-queuejob-schedulerllm-servingllm-trainingmachine-learningml-infrastructureml-platformmulticloudspot-instancestpu
tune-sklearnA drop-in replacement for Scikit-Learn's GridSearchCV / RandomizedSearchCV with cutting edge hyperparameter tuning techniques.automlbayesian-optimizationgridsearchcvhyperparameter-tuningscikit-learn