Files in rstudio/tfestimators

Interface to 'TensorFlow' Estimators

.Rbuildignore

.gitignore

.travis.yml

DESCRIPTION

NAMESPACE

NEWS.md R/boosted_trees_estimators.R R/dnn_estimators.R R/dnn_linear_combined_estimators.R R/estimator_keys.R R/feature_columns.R R/formulas.R R/generic_methods.R R/history.R R/imports.R R/input_fn.R R/keras_estimator.R R/linear_estimators.R R/package.R R/pad.R R/parsing_utils.R R/preconditions.R R/print_methods.R R/reexport-tidyselect.R R/reexports.R R/run_config.R R/run_context.R R/session_run_hooks_builtin_wrappers.R R/session_run_hooks_custom.R R/simplify_fn.R R/tf_custom_estimator.R R/tf_estimator.R R/tidyselect.R R/train_and_evaluate.R R/utils_miscs.R R/utils_tf.R README.md cran-comments.md

docs/articles/creating_estimators.html

docs/articles/deployment.html

docs/articles/estimator_basics.html

docs/articles/examples/.gitignore

docs/articles/examples/creating_estimators_tutorial.R docs/articles/examples/custom_estimator.R

docs/articles/examples/custom_estimator.html

docs/articles/examples/index.html

docs/articles/examples/iris_custom_decay_dnn.R

docs/articles/examples/iris_custom_decay_dnn.html

docs/articles/examples/iris_dnn_classifier.R

docs/articles/examples/iris_dnn_classifier.html

docs/articles/examples/layers_tutorial.R docs/articles/examples/mnist.R

docs/articles/examples/mnist.html

docs/articles/examples/tensorflow_layers.R

docs/articles/examples/tensorflow_layers.html

docs/articles/examples/wide_and_deep.R

docs/articles/examples/wide_and_deep.html

docs/articles/experiments.html

docs/articles/feature_columns.html

docs/articles/images/estimator-apis.png

docs/articles/images/estimator.png

docs/articles/images/experiment.png

docs/articles/images/tensorboard-graph-details.png

docs/articles/images/tensorboard-graph.png

docs/articles/images/tensorboard-loss.png

docs/articles/images/tensorflow-2-100709406-large.jpg

docs/articles/images/tensorflow-architecture.png

docs/articles/index.html

docs/articles/input_functions.html

docs/articles/layers.html

docs/articles/linear_dnn_estimators.html

docs/articles/linear_estimators.html

docs/articles/parsing_spec.html

docs/articles/recurrent_neural_networks.html

docs/articles/run_configuration.html

docs/articles/run_hooks.html

docs/articles/simplify_function.html

docs/articles/support_vector_machines.html

docs/articles/tensorboard.html

docs/articles/tensorflow_layers.html

docs/authors.html

docs/extra.css

docs/extra.js

docs/images/.gitigore

docs/index.html

docs/jquery.sticky-kit.min.js

docs/link.svg

docs/pkgdown.css

docs/pkgdown.js

docs/reference/EstimatorSessionRunHook.html

docs/reference/classifier_parse_example_spec.html

docs/reference/coef.html

docs/reference/coef.tf_estimator.html

docs/reference/column-scope.html

docs/reference/column_base.html

docs/reference/column_bucketized.html

docs/reference/column_categorical_weighted.html

docs/reference/column_categorical_with_hash_bucket.html

docs/reference/column_categorical_with_identity.html

docs/reference/column_categorical_with_vocabulary_file.html

docs/reference/column_categorical_with_vocabulary_list.html

docs/reference/column_crossed.html

docs/reference/column_embedding.html

docs/reference/column_indicator.html

docs/reference/column_numeric.html

docs/reference/column_weighted_categorical.html

docs/reference/dnn_classifier.html

docs/reference/dnn_estimators.html

docs/reference/dnn_linear_combined_classifier.html

docs/reference/dnn_linear_combined_estimators.html

docs/reference/dnn_linear_combined_regressor.html

docs/reference/dnn_regressor.html

docs/reference/dynamic_rnn.html

docs/reference/estimator.html

docs/reference/estimator_spec.html

docs/reference/estimators.html

docs/reference/eval_spec.html

docs/reference/evaluate.html

docs/reference/evaluate.tf_estimator.html

docs/reference/evaluate.tf_experiment.html

docs/reference/experiment.html

docs/reference/experiment.tf_estimator.html

docs/reference/export_savedmodel.html

docs/reference/export_savedmodel.tf_estimator.html

docs/reference/feature_columns.html

docs/reference/get_latest_checkpoint.html

docs/reference/get_saved_history.html

docs/reference/graph_keys.html

docs/reference/hook_checkpoint_saver.html

docs/reference/hook_global_step_waiter.html

docs/reference/hook_history_saver.html

docs/reference/hook_logging_tensor.html

docs/reference/hook_nan_tensor.html

docs/reference/hook_progress_bar.html

docs/reference/hook_step_counter.html

docs/reference/hook_stop_at_step.html

docs/reference/hook_summary_saver.html

docs/reference/index.html

docs/reference/input_fn.html

docs/reference/input_layer.html

docs/reference/latest_checkpoint.html

docs/reference/linear_classifier.html

docs/reference/linear_estimators.html

docs/reference/linear_regressor.html

docs/reference/metric_keys.html

docs/reference/mode_keys.html

docs/reference/model_dir.html

docs/reference/numpy_input_fn.html

docs/reference/pipe.html

docs/reference/predict.html

docs/reference/predict.tf_estimator.html

docs/reference/prediction_keys.html

docs/reference/reexports.html

docs/reference/regressor_parse_example_spec.html

docs/reference/run_config.html

docs/reference/session_run_args.html

docs/reference/session_run_hook.html

docs/reference/set_column_names.html

docs/reference/state_saving_rnn.html

docs/reference/svm_classifier.html

docs/reference/task_type.html

docs/reference/tfestimators.html

docs/reference/train-evaluate-predict.html

docs/reference/train.html

docs/reference/train.tf_estimator.html

docs/reference/train.tf_experiment.html

docs/reference/train_and_evaluate.html

docs/reference/train_and_evaluate.tf_estimator.html

docs/reference/train_and_evaluate.tf_experiment.html

docs/reference/train_spec.html

images

index.Rmd

inst/CITATION

inst/python/estimatortools/.gitignore

inst/python/estimatortools/__init__.py

inst/python/estimatortools/session_run_hooks.py

man-roxygen/roxlate-activation-fn.R man-roxygen/roxlate-object-estimator.R man-roxygen/roxlate-object-experiment.R man/boosted_trees_estimators.Rd man/classifier_parse_example_spec.Rd man/column-scope.Rd man/column_base.Rd man/column_bucketized.Rd man/column_categorical_weighted.Rd man/column_categorical_with_hash_bucket.Rd man/column_categorical_with_identity.Rd man/column_categorical_with_vocabulary_file.Rd man/column_categorical_with_vocabulary_list.Rd man/column_crossed.Rd man/column_embedding.Rd man/column_indicator.Rd man/column_numeric.Rd man/dnn_estimators.Rd man/dnn_linear_combined_estimators.Rd man/estimator.Rd man/estimator_spec.Rd man/estimators.Rd man/eval_spec.Rd man/evaluate.tf_estimator.Rd man/experiment.Rd man/export_savedmodel.tf_estimator.Rd man/feature_columns.Rd man/graph_keys.Rd man/hook_checkpoint_saver.Rd man/hook_global_step_waiter.Rd man/hook_history_saver.Rd man/hook_logging_tensor.Rd man/hook_nan_tensor.Rd man/hook_progress_bar.Rd man/hook_step_counter.Rd man/hook_stop_at_step.Rd man/hook_summary_saver.Rd man/input_fn.Rd man/input_layer.Rd man/keras_model_to_estimator.Rd man/latest_checkpoint.Rd man/linear_estimators.Rd man/metric_keys.Rd man/mode_keys.Rd man/model_dir.Rd man/numpy_input_fn.Rd man/plot.tf_estimator_history.Rd man/predict.tf_estimator.Rd man/prediction_keys.Rd man/reexports.Rd man/regressor_parse_example_spec.Rd man/run_config.Rd man/session_run_args.Rd man/session_run_hook.Rd man/task_type.Rd man/tfestimators.Rd man/train-evaluate-predict.Rd man/train.tf_estimator.Rd man/train_and_evaluate.tf_estimator.Rd man/train_spec.Rd man/variable_names_values.Rd

pkgdown/_pkgdown.yml

pkgdown/extra.css

pkgdown/extra.js

scripts/travis_install.sh

tests/testthat.R tests/testthat/helper-utils.R tests/testthat/test-boosted-trees-estimators.R tests/testthat/test-dnn_linear_combined-estimators.R tests/testthat/test-estimator-utils.R tests/testthat/test-examples.R tests/testthat/test-feature-columns.R tests/testthat/test-formulas.R tests/testthat/test-hooks.R tests/testthat/test-input-fn.R tests/testthat/test-linear-estimators.R tests/testthat/test-save.R tests/testthat/test-tf-custom-models.R tests/testthat/test-tf-models.R tests/testthat/test-training.R

tfestimators.Rproj

vignettes/creating_estimators.Rmd vignettes/dataset_api.Rmd vignettes/estimator_basics.Rmd

vignettes/examples/.gitignore

vignettes/examples/custom_estimator.R vignettes/examples/custom_estimator.Rmd vignettes/examples/index.Rmd vignettes/examples/iris_custom_decay_dnn.R vignettes/examples/iris_custom_decay_dnn.Rmd vignettes/examples/iris_dnn_classifier.R vignettes/examples/iris_dnn_classifier.Rmd vignettes/examples/mnist.R vignettes/examples/mnist.Rmd vignettes/examples/tensorflow_layers.R vignettes/examples/tensorflow_layers.Rmd vignettes/examples/wide_and_deep.R vignettes/examples/wide_and_deep.Rmd vignettes/feature_columns.Rmd

vignettes/images/estimator-apis.png

vignettes/images/estimator.png

vignettes/images/experiment.png

vignettes/images/tensorboard-graph-details.png

vignettes/images/tensorboard-graph.png

vignettes/images/tensorboard-loss.png

vignettes/images/tensorflow-architecture.png

vignettes/input_functions.Rmd vignettes/parsing_spec.Rmd vignettes/run_hooks.Rmd vignettes/tensorboard.Rmd vignettes/tensorflow_layers.Rmd

rstudio/tfestimators documentation built on Nov. 24, 2021, 6:56 a.m.