awesome-google-colab

UofficialGoogleColaboratoryNotebookadRepositoryGallery

Pleasecotactmetotakeoveradrevampthisrepo(itgetsaroud30kviewsad200kclicksperyear),Ido'thavetimetoupdateormaitaiit-message15/03/2021

Acuratedlistofrepositorieswithfullyfuctioalclick-ad-rucolabotebookswithdata,codeaddescriptio.ThecodeitheserepositoriesareiPythoulessotherwisestated.

TolearmoreabouttheywhysadhowsofColabseethispost.Forafewtipsadtricksseethispost.

Ifyouhavejustasigleotebooktosubmit,usethewebsitehttps://google-colab.com/,itisreallyeasy,othetoprightcorerclick'submit+'.Theearlieryoupostthemorevisibilityyouwillgetovertime

Cautio:Thisisaworkiprogress,pleasecotributebyaddigcolabfuctioalitytoyourowdatascieceprojectsogithuborrequestioitfromtheauthors.

Ifyouwattocotributetothislist(pleasedo),sedmeapullrequestorcotactme@derekoworolikedi.Also,alistedrepositoryshouldbefixedorremoved:

Apartfromthecolab-eabledrepositorieslistedbelow,youcaalsowithabitofworkrugithubjupyterotebooksdirectlyoGoogleColaboratoryusigCPU/GPU/TPUrutimesbyreplacighttps://github.comitheURLbyhttps://colab.research.google.com/github/.NolocalistallatioofPythoisrequired.Ofcourse,theseotebookswouldhavetobeadaptedtoigesttheecessarydataadmodules.

PythoDataScieceNotebook-PythoDataScieceHadbook:fulltextiJupyterNotebooks

MLadEDA-Fuctioal,datasciececetricitroductiotoPytho.

PythoBusiessAalytics-Pythosolutiostosolvepracticalbusiessproblems.

DeepLearigExamples-TryoutdeeplearigmodelsolieoGoogleColab

Hvass-Labs-TesorFlowTutorialswithYouTubeVideos

MITdeeplearig-Tutorials,assigmets,adcompetitiosforMITDeepLearigrelatedcourses.

NLPTutorial-NaturalLaguageProcessigTutorialforDeepLearigResearchers

DeepSchool.io-DeepLearigtutorialsijupyterotebooks.

DeepNLPCourse-AdeepNLPCourse

pyprobml-Pythocodefor"Machielearig:aprobabilisticperspective"

MIT6.S191-LabMaterialsforMIT6.S191:ItroductiotoDeepLearig

HSENLP-Resourcesfor"NaturalLaguageProcessig"Courseracourse

RealWordNLP-Examplecodefor"Real-WorldNaturalLaguageProcessig"

Notebooks-Machielearigotebooksidifferetsubjectsoptimizedtoruigooglecollaboratory

BERT-TesorFlowcodeadpre-traiedmodelsforBERT

XLNet-XLNet:GeeralizedAutoregressivePretraiigforLaguageUderstadig

DeepPavlovTutorials-Aopesourcelibraryfordeepleariged-to-eddialogsystemsadchatbots.

TFNLP-Projects,Practice,NLP,TesorFlow2,GoogleColab

SparkNLP-StateoftheArtNaturalLaguageProcessig

DeepTextRecogitio-Textrecogitio(opticalcharacterrecogitio)withdeeplearigmethods.

BERTScore-AutomaticEvaluatioMetricforBert.

TextSummurisatio-Multipleimplemetatiosforabstractivetextsummurizatio

GPT-2Colab-Retraigpt-2icolab

DeepFaceLab-DeepFaceLabisatoolthatutilizesmachielearigtoreplacefacesivideos.

CycleGANadPIX2PIX-Image-to-ImageTraslatioiPyTorch

DeOldify-ADeepLearigbasedprojectforcolorizigadrestorigoldimages(advideo!)

Detectro2-Detectro2isFAIR'sext-geeratioresearchplatformforobjectdetectioadsegmetatio.

EfficietNet-PyTorch-APyTorchimplemetatioofEfficietNet

FaceswapGAN-Adeoisigautoecoder+adversariallossesadattetiomechaismsforfaceswappig.

NeuralStyleTrasfer-KerasImplemetatioofNeuralStyleTrasferfromthepaper"ANeuralAlgorithmofArtisticStyle"

CompareGAN-CompareGANcode

hmr-ProjectpageforEd-to-edRecoveryofHumaShapeadPose

Spleeter-Deezersourceseparatiolibraryicludigpretraiedmodels.

TTS-DeeplearigforTexttoSpeech

Dopamie-Dopamieisaresearchframeworkforfastprototypigofreiforcemetlearigalgorithms.

Soet-TesorFlow-basedeuraletworklibrary

OpeSpiel-Collectioofevirometsadalgorithmsforresearchigeeralreiforcemetlearigadsearch/plaigigames.

TFAgets-TF-AgetsisalibraryforReiforcemetLearigiTesorFlow

bsuite-Collectioofcarefully-desigedexperimetsthativestigatecorecapabilitiesofareiforcemetlearig(RL)aget

TFGeerativeModels-mplemetatiosofaumberofgeerativemodelsiTesorflow

DQNtoRaibow-Astep-by-steptutorialfromDQNtoRaibow

Altair-DeclarativestatisticalvisualizatiolibraryforPytho

AltairCurriculum-Adatavisualizatiocurriculumofiteractiveotebooks.

bertviz-ToolforvisualizigattetioitheTrasformermodel

TFGraphics-TesorFlowGraphics:DifferetiableGraphicsLayersforTesorFlow

deepreplay-Geeratevisualizatiosasimy"Hyper-parametersiActio!"

PySyft-Alibraryforecrypted,privacypreservigmachielearig

Midsdb-Frameworktostreamlieuseofeuraletworks

Rakig-LearigtoRakiTesorFlow

TesorNetwork-Alibraryforeasyadefficietmaipulatiooftesoretworks.

JAX-ComposabletrasformatiosofPytho+NumPyprograms

BetoML-Aplatformforservigaddeployigmachielearigmodels

TrasferlearigNLP-codeforthetutorialoTrasferLearigiNLPheldatNAACL2019

BDLBechmarks-BayesiaDeepLearigBechmarks

RLTrader-AcryptocurrecytradigevirometusigdeepreiforcemetlearigadOpeAI'sgym

TFQuatFiace-High-performaceTesorFlowlibraryforquatitativefiace.

TesorTrade-Aopesourcereiforcemetlearigframeworkforrobusttradigagets

RappigNN-RapsogwritigrecurreteuraletworktraiedoKayeWest'setirediscography

dl4g-DeepLearigforGraphics