Pleasecontactmetotakeoverandrevampthisrepo(itgetsaround30kviewsand200kclicksperyear),Idon'thavetimetoupdateormaintainit-message15/03/2021
Acuratedlistofrepositorieswithfullyfunctionalclick-and-runcolabnotebookswithdata,codeanddescription.ThecodeintheserepositoriesareinPythonunlessotherwisestated.
TolearnmoreabouttheywhysandhowsofColabseethispost.Forafewtipsandtricksseethispost.
Ifyouhavejustasinglenotebooktosubmit,usethewebsitehttps://google-colab.com/,itisreallyeasy,onthetoprightcornerclick'submit+'.Theearlieryoupostthemorevisibilityyouwillgetovertime
Caution:Thisisaworkinprogress,pleasecontributebyaddingcolabfunctionalitytoyourowndatascienceprojectsongithuborrequestionitfromtheauthors.
Ifyouwanttocontributetothislist(pleasedo),sendmeapullrequestorcontactme@dereknoworonlinkedin.Also,alistedrepositoryshouldbefixedorremoved:
iftherearenodataordescriptivetextinthenotebooks.thecodethrowsouterrors.LinkedIn:https://www.linkedin.com/company/google-colab-notebooks/Twitter:https://twitter.com/ColabNotebooksFacebook:https://www.facebook.com/ColabNotebooks/Reddit:https://www.reddit.com/r/GoogleColabNotebooks/Apartfromthecolab-enabledrepositorieslistedbelow,youcanalsowithabitofworkrungithubjupyternotebooksdirectlyonGoogleColaboratoryusingCPU/GPU/TPUruntimesbyreplacinghttps://github.comintheURLbyhttps://colab.research.google.com/github/.NolocalinstallationofPythonisrequired.Ofcourse,thesenotebookswouldhavetobeadaptedtoingestthenecessarydataandmodules.
Searchfor'Colab'orthe'OpeninColab'BadgetoOpentheColabotaryNotebooksinEachRepositoryTenFavouriteColabNotebooksFormoreseehttps://google-colab.com/AdvancedBusinessAnalyticsandMathematicsinPythonTrafficCountingwithOpenCVAcollectionof25+ReinforcementLearningTradingStrategiesNumericalSolutionsforPDEsBankruptcyPredictionwithPythonFacebookDetectron2DataSciencingwithTwitterMedicalQuestionsandAnswersBERTMovieReviewsRecurrentNeuralNetworksforPredictiveMaintenanceAirBnBSydneyRentEvaluationRepositoryTableofContentsCoursesandTutorialsTechnologiesTextImageVoiceReinforcementLearningVisualisationOperationalOtherApplicationsFinanceArtisticMedicalOperationsCourseandTutorialPythonDataScienceNotebook-PythonDataScienceHandbook:fulltextinJupyterNotebooks
MLandEDA-Functional,datasciencecentricintroductiontoPython.
PythonBusinessAnalytics-Pythonsolutionstosolvepracticalbusinessproblems.
DeepLearningExamples-TryoutdeeplearningmodelsonlineonGoogleColab
Hvass-Labs-TensorFlowTutorialswithYouTubeVideos
MITdeeplearning-Tutorials,assignments,andcompetitionsforMITDeepLearningrelatedcourses.
NLPTutorial-NaturalLanguageProcessingTutorialforDeepLearningResearchers
DeepSchool.io-DeepLearningtutorialsinjupyternotebooks.
DeepNLPCourse-AdeepNLPCourse
pyprobml-Pythoncodefor"Machinelearning:aprobabilisticperspective"
MIT6.S191-LabMaterialsforMIT6.S191:IntroductiontoDeepLearning
HSENLP-Resourcesfor"NaturalLanguageProcessing"Courseracourse
RealWordNLP-Examplecodefor"Real-WorldNaturalLanguageProcessing"
Notebooks-Machinelearningnotebooksindifferentsubjectsoptimizedtoruningooglecollaboratory
TechnologiesTextBERT-TensorFlowcodeandpre-trainedmodelsforBERT
XLNet-XLNet:GeneralizedAutoregressivePretrainingforLanguageUnderstanding
DeepPavlovTutorials-Anopensourcelibraryfordeeplearningend-to-enddialogsystemsandchatbots.
TFNLP-Projects,Practice,NLP,TensorFlow2,GoogleColab
SparkNLP-StateoftheArtNaturalLanguageProcessing
DeepTextRecognition-Textrecognition(opticalcharacterrecognition)withdeeplearningmethods.
BERTScore-AutomaticEvaluationMetricforBert.
TextSummurisation-Multipleimplementationsforabstractivetextsummurization
GPT-2Colab-Retraingpt-2incolab
ImageDeepFaceLab-DeepFaceLabisatoolthatutilizesmachinelearningtoreplacefacesinvideos.
CycleGANandPIX2PIX-Image-to-ImageTranslationinPyTorch
DeOldify-ADeepLearningbasedprojectforcolorizingandrestoringoldimages(andvideo!)
Detectron2-Detectron2isFAIR'snext-generationresearchplatformforobjectdetectionandsegmentation.
EfficientNet-PyTorch-APyTorchimplementationofEfficientNet
FaceswapGAN-Adenoisingautoencoder+adversariallossesandattentionmechanismsforfaceswapping.
NeuralStyleTransfer-KerasImplementationofNeuralStyleTransferfromthepaper"ANeuralAlgorithmofArtisticStyle"
CompareGAN-CompareGANcode
hmr-ProjectpageforEnd-to-endRecoveryofHumanShapeandPose
VoiceSpleeter-Deezersourceseparationlibraryincludingpretrainedmodels.
TTS-DeeplearningforTexttoSpeech
ReinforcementLearningDopamine-Dopamineisaresearchframeworkforfastprototypingofreinforcementlearningalgorithms.
Sonnet-TensorFlow-basedneuralnetworklibrary
OpenSpiel-Collectionofenvironmentsandalgorithmsforresearchingeneralreinforcementlearningandsearch/planningingames.
TFAgents-TF-AgentsisalibraryforReinforcementLearninginTensorFlow
bsuite-Collectionofcarefully-designedexperimentsthatinvestigatecorecapabilitiesofareinforcementlearning(RL)agent
TFGenerativeModels-mplementationsofanumberofgenerativemodelsinTensorflow
DQNtoRainbow-Astep-by-steptutorialfromDQNtoRainbow
VisualisationAltair-DeclarativestatisticalvisualizationlibraryforPython
AltairCurriculum-Adatavisualizationcurriculumofinteractivenotebooks.
bertviz-ToolforvisualizingattentionintheTransformermodel
TFGraphics-TensorFlowGraphics:DifferentiableGraphicsLayersforTensorFlow
deepreplay-Generatevisualizationsasinmy"Hyper-parametersinAction!"
OperationalPySyft-Alibraryforencrypted,privacypreservingmachinelearning
Mindsdb-Frameworktostreamlineuseofneuralnetworks
Ranking-LearningtoRankinTensorFlow
TensorNetwork-Alibraryforeasyandefficientmanipulationoftensornetworks.
JAX-ComposabletransformationsofPython+NumPyprograms
BentoML-Aplatformforservinganddeployingmachinelearningmodels
OtherTransferlearningNLP-codeforthetutorialonTransferLearninginNLPheldatNAACL2019
BDLBenchmarks-BayesianDeepLearningBenchmarks
ApplicationsFinanceRLTrader-AcryptocurrencytradingenvironmentusingdeepreinforcementlearningandOpenAI'sgym
TFQuantFinance-High-performanceTensorFlowlibraryforquantitativefinance.
TensorTrade-Anopensourcereinforcementlearningframeworkforrobusttradingagents
ArtisticRappingNN-RapsongwritingrecurrentneuralnetworktrainedonKanyeWest'sentirediscography
dl4g-DeepLearningforGraphics
MedicalDocProduct-MedicalQ&AwithDeepLanguageModelsOperationsLSTMPredictiveMaintenance-ExampleofMultipleMultivariateTimeSeriesPredictionwithLSTM
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