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集合主题趋势排行榜
#

automl

Website
Wikipedia
https://static.github-zh.com/github_avatars/ml-tooling?size=40
ml-tooling / best-of-ml-python

#自然语言处理#Python 机器学习框架、库、工具排行榜

Python机器学习数据科学自然语言处理数据可视化TensorflowPyTorchscikit-learnKerasdata-visualizations深度学习automljaxtransformer数据分析ChatGPTgptgpt-3
20.19 k
3 天前
microsoft/nni
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / nni

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

automl深度学习neural-architecture-searchhyperparameter-optimizationdistributedbayesian-optimizationautomated-machine-learning机器学习数据科学TensorflowPyTorch神经网络深度神经网络model-compressionfeature-engineeringnasPythonhyperparameter-tuningmlops
Python 14.21 k
1 年前
https://static.github-zh.com/github_avatars/EpistasisLab?size=40
EpistasisLab / tpot

#计算机科学#A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

机器学习Python数据科学automl自动化scikit-learnhyperparameter-optimizationmodel-selectionparameter-tuningautomated-machine-learningrandom-forestgradient-boostingfeature-engineering
Jupyter Notebook 9.92 k
1 个月前
keras-team/autokeras
https://static.github-zh.com/github_avatars/keras-team?size=40
keras-team / autokeras

#计算机科学#AutoML library for deep learning

automlneural-architecture-searchautomated-machine-learningPython深度学习机器学习autodlTensorflowKeras
Python 9.24 k
6 个月前
autogluon/autogluon
https://static.github-zh.com/github_avatars/autogluon?size=40
autogluon / autogluon

#自然语言处理#Fast and Accurate ML in 3 Lines of Code

automl机器学习数据科学深度学习ensemble-learning机器视觉自然语言处理structured-dataobject-detectiongluontransfer-learningPyTorchautomated-machine-learningscikit-learnautogluontabular-datahyperparameter-optimizationtime-seriesforecastingPython
Python 8.93 k
3 天前
https://static.github-zh.com/github_avatars/automl?size=40
automl / auto-sklearn

Automated Machine Learning with scikit-learn

automlscikit-learnautomated-machine-learninghyperparameter-optimizationhyperparameter-tuninghyperparameter-searchbayesian-optimizationmetalearningmeta-learningsmac
Python 7.86 k
5 个月前
alteryx/featuretools
https://static.github-zh.com/github_avatars/alteryx?size=40
alteryx / featuretools

#计算机科学#An open source python library for automated feature engineering

feature-engineering机器学习数据科学automated-machine-learningautomlPythonscikit-learnautomated-feature-engineering
Python 7.46 k
11 天前
https://static.github-zh.com/github_avatars/h2oai?size=40
h2oai / h2o-3

#计算机科学#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-Me...

h2o机器学习数据科学深度学习big-dataensemble-learninggbmrandom-forestnaive-bayespcaOpen SourcedistributedJavaPythonRhadoopApache Sparkgpuautoml
Jupyter Notebook 7.2 k
19 小时前
https://static.github-zh.com/github_avatars/google?size=40
google / automl

Google Brain AutoML

automlefficientdetobject-detectionefficientnetefficientnetv2
Jupyter Notebook 6.38 k
3 个月前
zenml-io/zenml
https://static.github-zh.com/github_avatars/zenml-io?size=40
zenml-io / zenml

#大语言模型#ZenML 🙏: The bridge between ML and Ops. https://zenml.io.

mlops机器学习数据科学production-readydevops-toolszenmlpipelinesmetadata-tracking深度学习PyTorchTensorflow人工智能automlHacktoberfestworkflow大语言模型llmops
Python 4.64 k
2 天前
https://static.github-zh.com/github_avatars/Nixtla?size=40
Nixtla / statsforecast

#计算机科学#Lightning ⚡️ fast forecasting with statistical and econometric models.

time-series统计forecastingarimaeconometrics机器学习Pythonexponential-smoothingetsbaselinesnaivefbprophetprophetautoml数据科学
Python 4.41 k
1 个月前
tencentmusic/cube-studio
https://static.github-zh.com/github_avatars/tencentmusic?size=40
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,支持sso登录,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,边缘计算,标注平台,自动化标注,大模型微调,vllm大模型推理,llmops,私有知识库,AI模型应用商店,支持模型一键开发/推理/微调,支持国产cpu/gpu/npu芯片,支持RDMA...

Kubernetesinferencemlopsworkflow人工智能PyTorchApache SparkArgokubeflowautomlgptllmopsnotebookpipelinevgpudeepseek
Jupyter Notebook 4.34 k
3 个月前
https://static.github-zh.com/github_avatars/salesforce?size=40
salesforce / Merlion

#计算机科学#Merlion: A Machine Learning Framework for Time Series Intelligence

time-seriesanomaly-detectionforecasting机器学习benchmarkingautomlensemble-learning
Python 4.31 k
1 年前
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / FLAML

#自然语言处理#A fast library for AutoML and tuning. Join our Discord: https://discord.gg/Cppx2vSPVP.

automlhyperparamautomated-machine-learning机器学习数据科学PythonJupyter Notebookhyperparameter-optimizationrandom-forestscikit-learn深度学习自然语言处理natural-language-generationtimeseries-forecastingclassificationregressiontuningfinetuningtabular-data
Jupyter Notebook 4.15 k
19 天前
https://static.github-zh.com/github_avatars/hibayesian?size=40
hibayesian / awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

automlautomated-feature-engineeringhyperparameter-optimizationneural-architecture-search
4.09 k
1 年前
Marker-Inc-Korea/AutoRAG
https://static.github-zh.com/github_avatars/Marker-Inc-Korea?size=40
Marker-Inc-Korea / AutoRAG

#大语言模型#AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

analysisautomlbenchmarkingdocument-parserembeddingsevaluation大语言模型llm-evaluationllm-opsOpen SourceopsoptimizationpipelinePythonqaragrag-evaluationretrieval-augmented-generation
Python 4.03 k
1 个月前
https://static.github-zh.com/github_avatars/quark0?size=40
quark0 / darts

#计算机科学#Differentiable architecture search for convolutional and recurrent networks

深度学习automlimage-classificationlanguage-modelingPyTorchconvolutional-networksrecurrent-networksneural-architecture-search
Python 3.96 k
4 年前
https://static.github-zh.com/github_avatars/tensorflow?size=40
tensorflow / adanet

#计算机科学#Fast and flexible AutoML with learning guarantees.

automlTensorflowlearning-theory深度学习neural-architecture-searchgpu机器学习ensembletpuPythondistributed-training
Jupyter Notebook 3.46 k
2 年前
mljar/mljar-supervised
https://static.github-zh.com/github_avatars/mljar?size=40
mljar / mljar-supervised

#计算机科学#Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

automl机器学习mljar数据科学scikit-learnhyperparameter-optimizationfeature-engineeringxgboostrandom-forest神经网络lightgbmcatboostensembledecision-treeautomated-machine-learning
Python 3.16 k
2 个月前
https://static.github-zh.com/github_avatars/shankarpandala?size=40
shankarpandala / lazypredict

#计算机科学#Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

机器学习automlregressionclassification
Python 3.16 k
15 天前
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