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lukasmasuch /best-of-ml-python

Star21.6k

🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.

python nlp data-science machine-learning deep-learning tensorflow scikit-learn keras ml data-visualization pytorch transformer data-analysis gpt automl jax data-visualizations gpt-3 chatgpt

UpdatedJul 17, 2025

microsoft /nni

Star14.2k

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

python data-science machine-learning deep-learning neural-network tensorflow machine-learning-algorithms pytorch distributed hyperparameter-optimization feature-engineering nas bayesian-optimization hyperparameter-tuning automl automated-machine-learning model-compression neural-architecture-search deep-neural-network mlops

UpdatedJul 3, 2024
Python

EpistasisLab /tpot

Star9.9k

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

python data-science machine-learning automation random-forest scikit-learn aiml model-selection hyperparameter-optimization feature-engineering automl gradient-boosting automated-machine-learning parameter-tuning alzheimer alzheimers nia adsp ag066833 u01ag066833

UpdatedJul 3, 2025
Jupyter Notebook

keras-team /autokeras

Star9.2k

AutoML library for deep learning

python machine-learning deep-learning tensorflow keras automl automated-machine-learning neural-architecture-search autodl

UpdatedDec 16, 2024
Python

autogluon /autogluon

Star9.2k

Fast and Accurate ML in 3 Lines of Code

python data-science machine-learning natural-language-processing computer-vision deep-learning time-series scikit-learn tabular-data pytorch forecasting hyperparameter-optimization ensemble-learning object-detection transfer-learning structured-data gluon automl automated-machine-learning autogluon

UpdatedJul 18, 2025
Python

automl /auto-sklearn

Sponsor

Star7.9k

Automated Machine Learning with scikit-learn

scikit-learn hyperparameter-optimization bayesian-optimization hyperparameter-tuning automl automated-machine-learning smac meta-learning hyperparameter-search metalearning

UpdatedJun 26, 2025
Python

alteryx /featuretools

Star7.5k

An open source python library for automated feature engineering

python data-science machine-learning scikit-learn feature-engineering automl automated-machine-learning automated-feature-engineering

UpdatedJul 7, 2025
Python

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.

python java data-science machine-learning opensource r big-data spark deep-learning hadoop random-forest gpu naive-bayes h2o distributed pca gbm ensemble-learning automl h2o-automl

UpdatedJul 18, 2025
Jupyter Notebook

google /automl

Star6.4k

Google Brain AutoML

object-detection automl efficientnet efficientdet efficientnetv2

UpdatedMar 2, 2025
Jupyter Notebook

zenml-io /zenml

Star4.7k

ZenML 🙏: MLOps for Reliable AI: from Classical AI to Agents.https://zenml.io.

workflow data-science machine-learning ai deep-learning tensorflow ml pipelines pytorch production-ready devops-tools hacktoberfest automl mlops zenml metadata-tracking llm llmops

UpdatedJul 18, 2025
Python

tencentmusic /cube-studio

Star4.5k

cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，mlops算法链路全流程，支持大数据平台对接，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU虚拟化，边缘计算，标注平台自动化标注，deepseek等大模型sft微调/奖励模型/强化学习训练，vllm/ollama/mindie大模型多机推理，私有知识库，AI模型市场，支持国产cpu/gpu/npu 昇腾生态，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/ray/volcano等分布式

kubernetes workflow ai spark pipeline notebook inference pytorch argo gpt automl kubeflow mlops vgpu aihub llmops deepseek