automl

There are 130 repositories under automl topic.

lukasmasuch / best-of-ml-python
🏆 A ranked list of awesome machine learning Python libraries. Updated weekly.
python machine-learning data-science nlp data-visualization tensorflow pytorch scikit-learn keras data-visualizations deep-learning automl ml jax transformer data-analysis chatgpt gpt gpt-3
22769
nni
microsoft / nni
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
automl deep-learning neural-architecture-search hyperparameter-optimization distributed bayesian-optimization automated-machine-learning machine-learning machine-learning-algorithms data-science tensorflow pytorch neural-network deep-neural-network model-compression feature-engineering nas python hyperparameter-tuning mlops
Language:Python 14291
EpistasisLab / tpot
A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.
machine-learning python data-science automl automation scikit-learn hyperparameter-optimization model-selection parameter-tuning automated-machine-learning random-forest gradient-boosting feature-engineering aiml alzheimer alzheimers nia u01ag066833 ag066833 adsp
Language:Jupyter Notebook 10014
autogluon
autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
automl machine-learning data-science deep-learning ensemble-learning computer-vision natural-language-processing structured-data object-detection gluon transfer-learning pytorch automated-machine-learning scikit-learn autogluon tabular-data hyperparameter-optimization time-series forecasting python
Language:Python 9573
autokeras
keras-team / autokeras
AutoML library for deep learning
automl neural-architecture-search automated-machine-learning python deep-learning machine-learning autodl tensorflow keras
Language:Python 9280
automl / auto-sklearn
Automated Machine Learning with scikit-learn
automl scikit-learn automated-machine-learning hyperparameter-optimization hyperparameter-tuning hyperparameter-search bayesian-optimization metalearning meta-learning smac
Language:Python 7993
featuretools
alteryx / featuretools
An open source python library for automated feature engineering
feature-engineering machine-learning data-science automated-machine-learning automl python scikit-learn automated-feature-engineering
Language:Python 7565
h2oai / h2o-3
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.
automl big-data data-science deep-learning distributed ensemble-learning gbm gpu h2o h2o-automl hadoop java machine-learning naive-bayes opensource pca python r random-forest spark
Language:Jupyter Notebook 7361
google / automl
Google Brain AutoML
automl efficientdet object-detection efficientnet efficientnetv2
Language:Jupyter Notebook 6418
zenml
zenml-io / zenml
ZenML 🙏: One AI Platform from Pipelines to Agents. https://zenml.io.
mlops machine-learning data-science production-ready devops-tools zenml pipelines metadata-tracking deep-learning pytorch tensorflow ml ai automl workflow llm llmops agentops agents genai
Language:Python 5002
cube-studio
tencentmusic / cube-studio
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，算力租赁平台，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
ai aihub argo automl deepseek gpt inference kubeflow kubernetes llmops mlops notebook pipeline pytorch spark vgpu workflow
Language:Python 4671
Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
time-series statistics forecasting arima econometrics machine-learning python exponential-smoothing ets baselines predictions naive seasonal-naive fbprophet prophet neuralprophet mstl theta automl data-science
Language:Python 4584
salesforce / Merlion
Merlion: A Machine Learning Framework for Time Series Intelligence
time-series anomaly-detection forecasting machine-learning benchmarking automl ensemble-learning
Language:Python 4442
AutoRAG
Marker-Inc-Korea / AutoRAG
AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation
analysis automl benchmarking document-parser embeddings evaluation llm llm-evaluation llm-ops open-source ops optimization pipeline python qa rag rag-evaluation retrieval-augmented-generation
Language:Python 4395
microsoft / FLAML
A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.
automl hyperparam automated-machine-learning machine-learning data-science python jupyter-notebook hyperparameter-optimization random-forest scikit-learn deep-learning natural-language-processing natural-language-generation timeseries-forecasting classification regression tuning finetuning tabular-data
Language:Jupyter Notebook 4241
hibayesian / awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
automated-feature-engineering automl hyperparameter-optimization neural-architecture-search
4123
quark0 / darts
Differentiable architecture search for convolutional and recurrent networks
deep-learning automl image-classification language-modeling pytorch convolutional-networks recurrent-networks neural-architecture-search
Language:Python 3981
tensorflow / adanet
Fast and flexible AutoML with learning guarantees.
automl tensorflow learning-theory deep-learning neural-architecture-search gpu machine-learning ensemble tpu python distributed-training
Language:Jupyter Notebook 3460
shankarpandala / lazypredict
Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning
machine-learning automl regression classification
Language:Python 3254
mljar-supervised
mljar / mljar-supervised
Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation
automl machine-learning mljar data-science scikit-learn hyperparameter-optimization feature-engineering xgboost random-forest neural-network lightgbm catboost ensemble hyper-parameters decision-tree automated-machine-learning automl-api automl-python
Language:Python 3214
PySR
MilesCranmer / PySR
High-Performance Symbolic Regression in Python and Julia
symbolic-regression machine-learning python julia genetic-algorithm automl interpretable-ml data-science explainable-ai scikit-learn symbolic algorithm distributed-systems evolutionary-algorithms equation-discovery
Language:Python 3191
igel
nidhaloff / igel
a delightful machine learning tool that allows you to train, test, and use models without writing code
machine-learning machinelearning machine-learning-algorithms machine-learning-library artificial-intelligence neural-network neural-networks sklearn scikit-learn scikitlearn-machine-learning data-science data-analysis preprocessing automation automl automl-experiments hacktoberfest hacktoberfest2021
Language:Python 3132
keras-team / keras-tuner
A Hyperparameter Tuning Library for Keras
automl deep-learning hyperparameter-optimization keras machine-learning tensorflow
Language:Python 2913
Tencent / PocketFlow
An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
automl computer-vision deep-learning mobile-app model-compression
Language:Python 2912
automl / Auto-PyTorch
Automatic architecture search and hyperparameter optimization for PyTorch
automl deep-learning tabular-data pytorch
Language:Python 2504
D-X-Y / Awesome-AutoDL
Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)
neural-architecture-search nas automl deep-learning awesome autodl hyper-parameter-optimization
Language:Python 2321
salesforce / TransmogrifAI
TransmogrifAI (pronounced trăns-mŏgˈrə-fī) is an AutoML library for building modular, reusable, strongly typed machine learning workflows on Apache Spark with minimal hand-tuning
ml automl transformations estimators dsl pipelines machine-learning scala salesforce einstein features feature-engineering spark sparkml ai automated-machine-learning transmogrification transmogrify structured-data transformers
Language:Scala 2268
metarank / metarank
A low code Machine Learning personalized ranking service for articles, listings, search results, recommendations that boosts user engagement. A friendly Learn-to-Rank engine
automl data-engineering data-science deep-learning feature-engineering feature-extraction kubernetes machine-learning neural-networks personalization ranking scala search
Language:Scala 2214
alibaba / EasyRec
A framework for large scale recommendation algorithms.
autoint automl capsule-network ctr-prediction deepfm deepmatching din dlrm dssm eges esmm mind multi-task-learning online-learning pdn recommendation-algorithms recommender-system transformers-models wide-and-deep
Language:Python 2180
sparseml
neuralmagic / sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
pytorch keras sparsification-recipes tensorflow smaller-models deep-learning-library deep-learning-algorithms deep-learning-models automl pruning-algorithms sparsity sparsification pruning computer-vision-algorithms object-detection image-classification nlp onnx transfer-learning
Language:Python 2146
mit-han-lab / once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
tinyml edge-ai efficient-model acceleration nas automl
Language:Python 1938
minimaxir / automl-gs
Provide an input CSV and a target field to predict, generate a model + code to run it.
automl keras machine-learning python tensorflow xgboost
Language:Python 1865
AutoViML / AutoViz
Automatically Visualize any dataset, any size with a single line of code. Created by Ram Seshadri. Collaborators Welcome. Permission Granted upon Request.
visualization python3 python xgboost automl scikit-learn machine-learning tableau automl-algorithms tpot auto-sklearn automated-machine-learning
Language:Python 1861
GoogleCloudPlatform / java-docs-samples
Java and Kotlin Code samples used on cloud.google.com
java kotlin appengine auth automl cdn vision video translate samples
Language:Java 1860
microsoft / Cream
This is a collection of our NAS and Vision Transformer work.
automl efficiency knowledge-distillation nas rpe vision-transformer vit-compression
Language:Python 1807
ClimbsRocks / auto_ml
[UNMAINTAINED] Automated machine learning for analytics & production
machine-learning data-science automated-machine-learning gradient-boosting scikit-learn python machine-learning-pipelines machine-learning-library production-ready automl lightgbm analytics feature-engineering hyperparameter-optimization deep-learning xgboost keras deeplearning tensorflow artificial-intelligence
Language:Python 1653