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Automl Python Packages

Python packages with the GitHub topic automl. Sorted by relevance, with stars and monthly downloads.
Nixtla
statsforecast

Lightning ⚡️ fast forecasting with statistical and econometric models.

2.7M 5K 368
autogluon
autogluon-core

Fast and Accurate ML in 3 Lines of Code

1.3M 10K 1K
autogluon
autogluon-features

Fast and Accurate ML in 3 Lines of Code

1.2M 10K 1K
autogluon
autogluon-tabular

Fast and Accurate ML in 3 Lines of Code

1.2M 10K 1K
autogluon
autogluon-common

Fast and Accurate ML in 3 Lines of Code

1.1M 10K 1K
autogluon
autogluon

Fast and Accurate ML in 3 Lines of Code

994K 10K 1K
microsoft
flaml

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

940K 4K 560
autogluon
autogluon-timeseries

Fast and Accurate ML in 3 Lines of Code

865K 10K 1K
autogluon
autogluon-multimodal

Fast and Accurate ML in 3 Lines of Code

806K 10K 1K
google
pyglove

Manipulating Python Programs

564K 710 33
pycaret
pycaret

Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.

463K 10K 2K
h2oai
h2o

H2O is an Open Source, Distributed, Fast & Scalable Machine Learning Platform: Deep Learning, Gradient Boosting (GBM) & XGBoost, Random Forest, Generalized Linear Modeling (GLM with Elastic Net), K-Means, PCA, Generalized Additive Models (GAM), RuleFit, Support Vector Machine (SVM), Stacked Ensembles, Automatic Machine Learning (AutoML), etc.

244K 7K 2K
keras-team
keras-tuner

A Hyperparameter Tuning Library for Keras

215K 3K 402
alteryx
featuretools

An open source python library for automated feature engineering

214K 8K 906
autogluon
autogluon-vision

Fast and Accurate ML in 3 Lines of Code

122K 10K 1K
autogluon
autogluon-text

Fast and Accurate ML in 3 Lines of Code

105K 10K 1K
zenml-io
zenml

ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.

100K 5K 611
upgini
upgini

Intelligent data search & enrichment for Machine Learning

76K 347 27
MedMNIST
medmnist

[pip install medmnist] 18x Standardized Datasets for 2D and 3D Biomedical Image Classification

44K 1K 207
Microsoft
nni

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

36K 14K 2K
awslabs
autogluon-extra

Fast and Accurate ML in 3 Lines of Code

35K 10K 1K
automl
smac

SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization

32K 1K 241
EpistasisLab
tpot

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

32K 10K 2K
awslabs
autogluon-mxnet

Fast and Accurate ML in 3 Lines of Code

31K 10K 1K
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