Package: tfestimators 1.9.2

Tomasz Kalinowski

tfestimators:Interface to 'TensorFlow' Estimators

Interface to 'TensorFlow' Estimators <https://www.tensorflow.org/guide/estimator>, a high-level API that provides implementations of many different model types including linear models and deep neural networks.

Authors:JJ Allaire [aut], Yuan Tang [aut], Kevin Ushey [aut], Kevin Kuo [aut], Tomasz Kalinowski [cre], Daniel Falbel [ctb, cph], RStudio [cph, fnd], Google Inc. [cph]

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tfestimators.pdf |tfestimators.html✨
tfestimators/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/rstudio/tfestimators/issues

On CRAN:

82 exports 57 stars 3.40 score 47 dependencies 840 downloads

Last updated 3 years agofrom:93bd3cf2ba

Exports:%>%array_reshapeboosted_trees_classifierboosted_trees_regressorclassifier_parse_example_speccolumn_bucketizedcolumn_categorical_weightedcolumn_categorical_with_hash_bucketcolumn_categorical_with_identitycolumn_categorical_with_vocabulary_filecolumn_categorical_with_vocabulary_listcolumn_crossedcolumn_embeddingcolumn_indicatorcolumn_numericcontainsdnn_classifierdnn_linear_combined_classifierdnn_linear_combined_regressordnn_regressorends_withestimatorestimator_speceval_specevaluateeverythingexport_savedmodelfeature_columnsflag_booleanflag_integerflag_numericflag_stringflagsglimpsegraph_keyshook_checkpoint_saverhook_global_step_waiterhook_history_saverhook_logging_tensorhook_nan_tensorhook_progress_barhook_step_counterhook_stop_at_stephook_summary_saverinput_fninput_layerinstall_tensorflowkeras_model_to_estimatorlast_collatest_checkpointlinear_classifierlinear_regressormatchesmetric_keysmode_keysmodel_dirnum_rangenumpy_input_fnone_ofprediction_keysregressor_parse_example_specrun_configrun_dirscoped_columnssession_run_argssession_run_hookset_columnsshapestarts_withtask_typetensorboardtftf_configtraintrain_and_evaluatetrain_specuse_condaenvuse_pythonuse_virtualenvvariable_namesvariable_valuewith_columns

Dependencies:backportsbase64enccliconfigcpp11crayondplyrfansiforgegenericsglueherehmsjsonlitelatticelifecyclemagrittrMatrixpillarpkgconfigpngprettyunitsprocessxprogresspspurrrR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapistringistringrtensorflowtfautographtfrunstibbletidyrtidyselectutf8vctrswhiskerwithryaml