R packages by rstudio

Getting Started with KerasUpdated 10 days ago

Tomasz Kalinowski

Rendered from getting_started.Rmd in keras3 1.1.0.9000.

Introduction to Keras for ResearchersUpdated 10 days ago

Tomasz Kalinowski

Rendered from intro_to_keras_for_researchers.Rmd in keras3 1.1.0.9000.

Training & evaluation with the built-in methodsUpdated 10 days ago

Tomasz Kalinowski

Rendered from training_with_built_in_methods.Rmd in keras3 1.1.0.9000.

Writing your own callbacksUpdated 10 days ago

Rick Chao, Francois Chollet

Rendered from writing_your_own_callbacks.Rmd in keras3 1.1.0.9000.

Customizing what happens in fit() with TensorFlowUpdated 10 days ago

Tomasz Kalinowski

Rendered from custom_train_step_in_tensorflow.Rmd in keras3 1.1.0.9000.

Distributed training with Keras 3Updated 10 days ago

Tomasz Kalinowski

Rendered from distribution.Rmd in keras3 1.1.0.9000.

Introduction to Keras for engineersUpdated 10 days ago

Tomasz Kalinowski

Rendered from intro_to_keras_for_engineers.Rmd in keras3 1.1.0.9000.

Making new layers and models via subclassingUpdated 10 days ago

Tomasz Kalinowski

Rendered from making_new_layers_and_models_via_subclassing.Rmd in keras3 1.1.0.9000.

Save, serialize, and export modelsUpdated 10 days ago

Neel Kovelamudi, Francois Chollet

Rendered from serialization_and_saving.Rmd in keras3 1.1.0.9000.

The Functional APIUpdated 10 days ago

Tomasz Kalinowski

Rendered from functional_api.Rmd in keras3 1.1.0.9000.

Transfer learning & fine-tuningUpdated 10 days ago

Tomasz Kalinowski

Rendered from transfer_learning.Rmd in keras3 1.1.0.9000.

Writing a training loop from scratch in TensorFlowUpdated 10 days ago

Tomasz Kalinowski

Rendered from writing_a_custom_training_loop_in_tensorflow.Rmd in keras3 1.1.0.9000.

R interface to TensorFlow Dataset APIUpdated 10 days ago

Tomasz Kalinowski

Rendered from introduction.Rmd in tfdatasets 2.17.0.9000.

Multi-GPU distributed training with TensorFlowUpdated 1 months ago

Tomasz Kalinowski

Rendered from distributed_training_with_tensorflow.Rmd in keras3 1.1.0.9000.

Introduction to renvUpdated 2 months ago

Kevin Ushey

Rendered from renv.Rmd in renv 1.0.7.9000.

The Sequential modelUpdated 2 months ago

Tomasz Kalinowski

Rendered from sequential_model.Rmd in keras3 1.1.0.9000.

Understanding masking & paddingUpdated 2 months ago

Scott Zhu, Francois Chollet

Rendered from understanding_masking_and_padding.Rmd in keras3 1.1.0.9000.

Frequently asked questionsUpdated 2 months ago

Kevin Ushey

Rendered from faq.Rmd in renv 1.0.7.9000.

Managing an R Package's Python DependenciesUpdated 3 months ago

Tomasz Kalinowski

Rendered from python_dependencies.Rmd in reticulate 1.38.0.9000.

Customize HTTP RequestsUpdated 3 months ago

Cole Arendt

Rendered from customize-http.Rmd in connectapi 0.2.0.9000.

Installing packagesUpdated 4 months ago

Kevin Ushey

Rendered from package-install.Rmd in renv 1.0.7.9000.

Launching tasks with futureUpdated 4 months ago

Joe Cheng

Rendered from promises_04_futures.Rmd in promises 1.2.1.9001.

Using promises with ShinyUpdated 4 months ago

Joe Cheng

Rendered from promises_06_shiny.Rmd in promises 1.2.1.9001.

Package developmentUpdated 4 months ago

Kevin Ushey

Rendered from packages.Rmd in renv 1.0.7.9000.

Python Version ConfigurationUpdated 4 months ago

Tomasz Kalinowski

Rendered from versions.Rmd in reticulate 1.38.0.9000.

Using reticulate in an R PackageUpdated 4 months ago

Tomasz Kalinowski

Rendered from package.Rmd in reticulate 1.38.0.9000.

Overview of the sass R packageUpdated 4 months ago

Carson Sievert

Rendered from sass.Rmd in sass 0.4.9.9000.

Using config with Posit ConnectUpdated 5 months ago

Andrie de Vries

Rendered from rsconnect.Rmd in config 0.3.2.9000.

Project profilesUpdated 5 months ago

Kevin Ushey

Rendered from profiles.Rmd in renv 1.0.7.9000.

Using renv with continuous integrationUpdated 5 months ago

Kevin Ushey

Rendered from ci.Rmd in renv 1.0.7.9000.

Get started with pinsUpdated 7 months ago

Julia Silge

Rendered from pins.Rmd in pins 1.3.0.9000.

IntroductionUpdated 7 months ago

James Blair

Rendered from introduction.Rmd in plumbertableau 0.1.1.

Publishing plumbertableau Extensions to RStudio ConnectUpdated 7 months ago

James Blair

Rendered from publishing-extensions.Rmd in plumbertableau 0.1.1.

Writing plumbertableau Extensions in RUpdated 7 months ago

James Blair

Rendered from r-developer-guide.Rmd in plumbertableau 0.1.1.

InternationalizationUpdated 9 months ago

Garrick Aden-Buie

Rendered from multilang.Rmd in learnr 0.11.5.9000.

Managing custom formatsUpdated 9 months ago

Julia Silge

Rendered from managing-custom-formats.Rmd in pins 1.3.0.9000.

Using shinytest2 with continuous integrationUpdated 10 months ago

Barret Schloerke

Rendered from use-ci.Rmd in shinytest2 0.3.2.9000.

Create consistent metadata for pinsUpdated 11 months ago

Julia Silge

Rendered from customize-pins-metadata.Rmd in pins 1.3.0.9000.

Upgrading to pins 1.0.0Updated 12 months ago

Julia Silge

Rendered from pins-update.Rmd in pins 1.3.0.9000.

Calling Python from RUpdated 12 months ago

Tomasz Kalinowski

Rendered from calling_python.Rmd in reticulate 1.38.0.9000.

Testing in depthUpdated 12 months ago

Barret Schloerke

Rendered from in-depth.Rmd in shinytest2 0.3.2.9000.

Advanced future and promises usageUpdated 12 months ago

Joe Cheng

Rendered from promises_05_future_promise.Rmd in promises 1.2.1.9001.

An informal introduction to async programmingUpdated 12 months ago

Joe Cheng

Rendered from promises_02_intro.Rmd in promises 1.2.1.9001.

Case study: converting a Shiny app to asyncUpdated 12 months ago

Joe Cheng ([email protected])

Rendered from promises_08_casestudy.Rmd in promises 1.2.1.9001.

Why use promises?Updated 12 months ago

Joe Cheng

Rendered from promises_01_motivation.Rmd in promises 1.2.1.9001.

Working with promises in RUpdated 12 months ago

Joe Cheng

Rendered from promises_03_overview.Rmd in promises 1.2.1.9001.

Combining promisesUpdated 12 months ago

Joe Cheng

Rendered from promises_07_combining.Rmd in promises 1.2.1.9001.

Using renv with DockerUpdated 1 years ago

Kevin Ushey

Rendered from docker.Rmd in renv 1.0.7.9000.

Installing Python PackagesUpdated 1 years ago

Tomasz Kalinowski

Rendered from python_packages.Rmd in reticulate 1.38.0.9000.

Package sourcesUpdated 1 years ago

Kevin Ushey

Rendered from package-sources.Rmd in renv 1.0.7.9000.

packrat vs. renvUpdated 1 years ago

Kevin Ushey

Rendered from packrat.Rmd in renv 1.0.7.9000.

Using renv with Posit ConnectUpdated 1 years ago

Kevin Ushey

Rendered from rsconnect.Rmd in renv 1.0.7.9000.

Interacting with TerminalsUpdated 1 years ago

Kevin Ushey

Rendered from terminal.Rmd in rstudioapi 0.16.0.9000.

Version, share, and deploy a model with vetiverUpdated 1 years ago

Julia Silge

Rendered from vetiver.Rmd in vetiver 0.2.5.9000.

Using Python with renvUpdated 1 years ago

Kevin Ushey

Rendered from python.Rmd in renv 1.0.7.9000.

Posit ConnectUpdated 1 years ago

Julia Silge

Rendered from posit-connect.Rmd in pins 1.3.0.9000.

Getting started with the config packageUpdated 1 years ago

Andrie de Vries

Rendered from config.Rmd in config 0.3.2.9000.

Inheritance and R expressionsUpdated 1 years ago

Andrie de Vries

Rendered from inheritance.Rmd in config 0.3.2.9000.

Customising HTTP requestsUpdated 1 years ago

Aron Atkins

Rendered from custom-http.Rmd in rsconnect 1.3.1.9000.

Primer on Python for R UsersUpdated 1 years ago

Tomasz Kalinowski

Rendered from python_primer.Rmd in reticulate 1.38.0.9000.

Learn bookdownUpdated 1 years ago

Yihui Xie

Rendered from bookdown.Rmd in bookdown 0.40.1.

Getting started with bundleUpdated 1 years ago

Julia Silge

Rendered from bundle.Rmd in bundle 0.1.1.9000.

Getting Started with connectapiUpdated 1 years ago

Cole Arendt

Rendered from getting-started.Rmd in connectapi 0.2.0.9000.

Why pool?Updated 1 years ago

Hadley Wickham

Rendered from why-pool.Rmd in pool 1.0.3.9000.

Using web-hosted boardsUpdated 2 years ago

Julia Silge

Rendered from using-board-url.Rmd in pins 1.3.0.9000.

Cloning and removing elementsUpdated 2 years ago

Andrie de Vries

Rendered from cloning.Rmd in sortable 0.5.0.

Understanding the interface to sortable.jsUpdated 2 years ago

Andrie de Vries and Kenton Russell

Rendered from understanding_sortable_js.Rmd in sortable 0.5.0.

PublishingUpdated 2 years ago

Brian Smith

Rendered from publishing.Rmd in connectwidgets 0.2.1.9000.

Arrays in R and PythonUpdated 2 years ago

Tomasz Kalinowski

Rendered from arrays.Rmd in reticulate 1.38.0.9000.

R Markdown Python EngineUpdated 2 years ago

Tomasz Kalinowski

Rendered from r_markdown.Rmd in reticulate 1.38.0.9000.

Frequently Asked QuestionsUpdated 2 years ago

Tomasz Kalinowski

Rendered from faq.Rmd in keras 2.15.0.

Getting Started with KerasUpdated 2 years ago

Tomasz Kalinowski

Rendered from index.Rmd in keras 2.15.0.

Guide to Keras BasicsUpdated 2 years ago

Tomasz Kalinowski

Rendered from guide_keras.Rmd in keras 2.15.0.

Training VisualizationUpdated 2 years ago

Tomasz Kalinowski

Rendered from training_visualization.Rmd in keras 2.15.0.

Using Pre-Trained ModelsUpdated 2 years ago

Tomasz Kalinowski

Rendered from applications.Rmd in keras 2.15.0.

Writing Custom Keras LayersUpdated 2 years ago

Tomasz Kalinowski

Rendered from custom_layers.Rmd in keras 2.15.0.

Publishing on shinyapps.ioUpdated 2 years ago

Angela Li

Rendered from shinyapps-publishing.Rmd in learnr 0.11.5.9000.

Robust testingUpdated 2 years ago

Barret Schloerke

Rendered from robust.Rmd in shinytest2 0.3.2.9000.

Using shinytest2 with R packagesUpdated 2 years ago

Barret Schloerke

Rendered from use-package.Rmd in shinytest2 0.3.2.9000.

Auditing Shiny appsUpdated 2 years ago

David Granjon

Rendered from use-application-audit.Rmd in shinytest2 0.3.2.9000.

Frequently Asked QuestionsUpdated 2 years ago

Barret Schloerke

Rendered from zzz-faq.Rmd in shinytest2 0.3.2.9000.

Shiny ReactlogUpdated 2 years ago

Carson Sievert, Joe Cheng, and Barret Schloerke

Rendered from reactlog.Rmd in reactlog 1.1.1.

Monkey testingUpdated 2 years ago

David Granjon

Rendered from using-monkey-testing.Rmd in shinytest2 0.3.2.9000.

tfruns: Track and Visualize Training RunsUpdated 2 years ago

Tomasz Kalinowski

Rendered from overview.Rmd in tfruns 1.5.3.

Getting started with shinytest2Updated 2 years ago

Barret Schloerke

Rendered from shinytest2.Rmd in shinytest2 0.3.2.9000.

Migrating from shinytestUpdated 2 years ago

Barret Schloerke

Rendered from z-migration.Rmd in shinytest2 0.3.2.9000.

Uncertainty estimates with layer_dense_variationalUpdated 3 years ago

Sigrid Keydana

Rendered from layer_dense_variational.Rmd in tfprobability 0.15.1.9000.

Multi-level modeling with Hamiltonian Monte CarloUpdated 3 years ago

Sigrid Keydana

Rendered from hamiltonian_monte_carlo.Rmd in tfprobability 0.15.1.9000.

Learn R MarkdownUpdated 3 years ago

Yihui Xie

Rendered from rmarkdown.Rmd in rmarkdown 2.27.1.

OverviewUpdated 3 years ago

Tomasz Kalinowski

Rendered from intro.Rmd in tfhub 0.8.1.9000.

TensorFlow Hub with KerasUpdated 3 years ago

Tomasz Kalinowski

Rendered from hub-with-keras.Rmd in tfhub 0.8.1.9000.

Novel solutions using sortable in shiny appsUpdated 3 years ago

Andrie de Vries

Rendered from novel_solutions.Rmd in sortable 0.5.0.

Custom EstimatorsUpdated 3 years ago

Tomasz Kalinowski

Rendered from creating_estimators.Rmd in tfestimators 1.9.2.

TensorFlow LayersUpdated 3 years ago

Tomasz Kalinowski

Rendered from tensorflow_layers.Rmd in tfestimators 1.9.2.

Dataset APIUpdated 3 years ago

Tomasz Kalinowski

Rendered from dataset_api.Rmd in tfestimators 1.9.2.

Estimator BasicsUpdated 3 years ago

Tomasz Kalinowski

Rendered from estimator_basics.Rmd in tfestimators 1.9.2.

Feature ColumnsUpdated 3 years ago

Tomasz Kalinowski

Rendered from feature_columns.Rmd in tfestimators 1.9.2.

Using plumbertableau Extensions in TableauUpdated 3 years ago

James Blair

Rendered from tableau-developer-guide.Rmd in plumbertableau 0.1.1.

Using CrosstalkUpdated 3 years ago

Brian Smith

Rendered from using-crosstalk.Rmd in connectwidgets 0.2.1.9000.

Dynamically updating a rank_list elementUpdated 3 years ago

Andrie de Vries

Rendered from updating_rank_list.Rmd in sortable 0.5.0.

Using custom styles with CSSUpdated 3 years ago

Andrie de Vries

Rendered from using_custom_css.Rmd in sortable 0.5.0.

Using rank list and bucket lists in Shiny appsUpdated 3 years ago

Andrie de Vries

Rendered from built_in.Rmd in sortable 0.5.0.

Lua filters in R MarkdownUpdated 3 years ago

Yihui Xie

Rendered from lua-filters.Rmd in rmarkdown 2.27.1.

Guide to the Functional APIUpdated 3 years ago

Tomasz Kalinowski

Rendered from functional_api.Rmd in keras 2.15.0.

Saving and serializing modelsUpdated 3 years ago

Tomasz Kalinowski

Rendered from saving_serializing.Rmd in keras 2.15.0.

Hyperparameter TuningUpdated 3 years ago

Tomasz Kalinowski

Rendered from tuning.Rmd in tfruns 1.5.3.

Interacting with the R SessionUpdated 3 years ago

Kevin Ushey

Rendered from r-session.Rmd in rstudioapi 0.16.0.9000.

Learning D3Updated 4 years ago

Nick Strayer

Rendered from learning_d3.Rmd in r2d3 0.2.5.

D3 Visualization OptionsUpdated 4 years ago

Nick Strayer

Rendered from visualization_options.Rmd in r2d3 0.2.5.

Package DevelopmentUpdated 4 years ago

Nick Strayer

Rendered from package_development.Rmd in r2d3 0.2.5.

Interfacing with RStudio in Visual ModeUpdated 4 years ago

Kevin Ushey

Rendered from visual-mode.Rmd in rstudioapi 0.16.0.9000.

An Introduction to the DT PackageUpdated 4 years ago

Yihui Xie

Rendered from DT.Rmd in DT 0.33.1.

Guide to the Sequential ModelUpdated 4 years ago

Tomasz Kalinowski

Rendered from sequential_model.Rmd in keras 2.15.0.

Training CallbacksUpdated 4 years ago

Tomasz Kalinowski

Rendered from training_callbacks.Rmd in keras 2.15.0.

Writing Custom Keras ModelsUpdated 4 years ago

Tomasz Kalinowski

Rendered from custom_models.Rmd in keras 2.15.0.

OverviewUpdated 5 years ago

Winston Chang

Rendered from overview.Rmd in websocket 1.4.2.

Key conceptsUpdated 5 years ago

Tomasz Kalinowski

Rendered from key-concepts.Rmd in tfhub 0.8.1.9000.

Advanced Rendering with CallbacksUpdated 5 years ago

Nick Strayer

Rendered from advanced_rendering.Rmd in r2d3 0.2.5.

R to D3 Data ConversionUpdated 6 years ago

Nick Strayer

Rendered from data_conversion.Rmd in r2d3 0.2.5.

CSS & JavaScript DependenciesUpdated 6 years ago

Nick Strayer

Rendered from dependencies.Rmd in r2d3 0.2.5.

Managing RunsUpdated 7 years ago

Tomasz Kalinowski

Rendered from managing.Rmd in tfruns 1.5.3.

Input FunctionsUpdated 7 years ago

Tomasz Kalinowski

Rendered from input_functions.Rmd in tfestimators 1.9.2.

Run HooksUpdated 7 years ago

Tomasz Kalinowski

Rendered from run_hooks.Rmd in tfestimators 1.9.2.

TensorBoard VisualizationUpdated 7 years ago

Tomasz Kalinowski

Rendered from tensorboard.Rmd in tfestimators 1.9.2.

Document ManipulationUpdated 7 years ago

Kevin Ushey

Rendered from document-manipulation.Rmd in rstudioapi 0.16.0.9000.

File DialogsUpdated 7 years ago

Kevin Ushey

Rendered from dialogs.Rmd in rstudioapi 0.16.0.9000.

Introduction to rstudioapiUpdated 7 years ago

Kevin Ushey

Rendered from introduction.Rmd in rstudioapi 0.16.0.9000.

Parsing UtilitiesUpdated 7 years ago

Tomasz Kalinowski

Rendered from parsing_spec.Rmd in tfestimators 1.9.2.

Interacting with RStudio ProjectsUpdated 7 years ago

Kevin Ushey

Rendered from projects.Rmd in rstudioapi 0.16.0.9000.