mindware

AutoML toolkit

An efficient AutoML system that automates the machine learning lifecycle

An efficient open-source AutoML system for automating machine learning lifecycle, including feature engineering, neural architecture search, and hyper-parameter tuning.

GitHub

53 stars
3 watching
8 forks
Language: Python
last commit: almost 5 years ago
Linked from 1 awesome list

automl-algorithmsautoml-pipelinebayesian-optimizationblackbox-optimizationdata-sciencedeep-learningdistributed-systemsensemble-learninghyper-parameter-optimizationknobs-tuningmachine-learningmeta-learningneural-architecture-searchpython

Backlinks from these awesome lists:

Related projects:

RepositoryDescriptionStars
datacanvasio/cookaAn automated machine learning toolkit with visualization and feature engineering capabilities40
sb-ai-lab/lightautomlA framework for creating machine learning models with minimal code and customization options1,235
thumnlab/autoglAn autoML framework for machine learning on graphs, enabling researchers and developers to automate the process of building and training neural networks on graph data.1,094
deepwisdom/autodlAutomated deep learning algorithm that performs feature engineering, model selection, and hyperparameter tuning without human intervention.1,140
udellgroup/oboeAutomated machine learning system for selecting promising models or pipelines for new datasets82
herilalaina/mosaic_mlAutomated machine learning with tree search optimization16
gudovskiy/autodoDevelops an automated machine learning framework to improve deep learning model performance on biased and noisy data24
autoviml/auto_vimlAutomatically builds multiple machine learning models using a single line of code.526
datacanvasio/hypernetsAn automated machine learning framework that simplifies the development of end-to-end AutoML toolkits in specific domains.267
datasystemsgrouput/smartmlA tool for automating supervised machine learning tasks using meta-learning and Bayesian optimization.25
minimaxir/automl-gsAutomates machine learning model creation and optimization for complex datasets1,857
beastbyteai/falconAutomates machine learning model training using pre-set configurations and modular design.159
huawei-noah/vegaAn AutoML toolchain with a pipeline of Hyperparameter Optimization, Data Augmentation, Network Architecture Search, Model Compression, and Fully Train capabilities848
a-hanf/mlr3automlAutomates machine learning task selection and model training using R's mlr3 framework25
climbsrocks/auto_mlAutomated machine learning for production and analytics1,642