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microsoft/nni

An open-source AutoML toolkit for automating the machine learning lifecycle, including feature engineering, neural architecture search, and hyperparameter tuning.

14.3K
Archived
Python
ML Ops
PyTorch
#automated-machine-learning#automl#hyperparameter-tuning

autogluon/autogluon

Fast and accurate machine learning framework that can build models in just 3 lines of Python code.

10.1K
Active
Python
ML Ops
PyTorch
#automated-machine-learning#computer-vision#tabular-data

EpistasisLab/tpot

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

10.0K
Stable
Jupyter Notebook
AutoML
scikit-learn
#automated-machine-learning#hyperparameter-optimization#model-selection

keras-team/autokeras

AutoKeras is an open-source AutoML library for deep learning that automates the model selection and hyperparameter tuning process.

9.3K
Stable
Python
AutoML
Keras
#deep-learning#neural-networks#automated-model-selection

automl/auto-sklearn

Automated Machine Learning with scikit-learn

8.1K
Active
Python
React
#automated-machine-learning#hyperparameter-tuning#metalearning

alteryx/featuretools

An open-source Python library for automated feature engineering in machine learning.

7.6K
Active
Python
Automated Machine Learning
ETL & Pipelines
Python
#automated-feature-engineering#machine-learning#data-science

microsoft/FLAML

A fast library for AutoML and hyperparameter tuning that can be used for various machine learning tasks.

4.3K
Active
Jupyter Notebook
Automated Machine Learning
Machine Learning
Jupyter Notebook
#automated-machine-learning#hyperparameter-optimization#tabular-data

mljar/mljar-supervised

An AutoML Python package for tabular data with feature engineering, hyperparameter tuning, and automatic documentation.

3.2K
Experimental
Python
ML Ops
Databases
Python
#automated-machine-learning#automl#tabular-data

AutoViML/AutoViz

Automatically visualize any dataset, any size with a single line of code, built for vibe coders.

1.9K
Archived
Python
Visualization
Data Visualization
Python
#data-visualization#machine-learning#automated-ml

ClimbsRocks/auto_ml

Automated machine learning for analytics & production use cases powered by popular ML libraries.

1.7K
Archived
Python
ML Ops
ETL & Pipelines
scikit-learn
#automated-machine-learning#data-science#production-ready

kakaobrain/fast-autoaugment

Fast AutoAugment is an official PyTorch implementation for automatic data augmentation.

1.6K
Archived
Python
PyTorch
#augmentation#automated-machine-learning#deep-learning

AxeldeRomblay/MLBox

MLBox is a powerful automated machine learning Python library that simplifies and accelerates the machine learning workflow.

1.5K
Archived
Python
ML Ops
Databases
#auto-ml#automated-machine-learning#data-science

sb-ai-lab/LightAutoML

Automated machine learning framework for creating and customizing ML models.

1.4K
Active
Python
React
#automated-machine-learning#customizable#machine-learning-models

LiYangHart/Hyperparameter-Optimization-of-Machine-Learning-Algorithms

A library for implementing hyperparameter optimization methods for machine learning and deep learning models.

1.3K
Archived
Jupyter Notebook
ML Ops
ORMs & Query Builders
Python
#machine-learning#deep-learning#hyperparameter-optimization

reiinakano/xcessiv

A Python library for automated hyperparameter tuning and ensemble learning using scikit-learn.

1.3K
Archived
Python
ML Ops
Machine Learning
scikit-learn
#automated-machine-learning#ensemble-learning#hyperparameter-optimization

automl/SMAC3

SMAC3 is a versatile Bayesian optimization package for hyperparameter optimization in machine learning models.

1.2K
Stable
Python
Automated Machine Learning
Hyperparameter Optimization
#algorithm-configuration#bayesian-optimization#hyperparameter-tuning

DeepWisdom/AutoDL

Automated Deep Learning without any human intervention, the first solution for the AutoDL challenge@NeurIPS.

1.2K
Archived
Python
AutoML
ML Ops
PyTorch
#automated-machine-learning#automl#data-science

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