Package: tensorflow 2.16.0.9000
Tomasz Kalinowski
tensorflow: R Interface to 'TensorFlow'
Interface to 'TensorFlow' <https://www.tensorflow.org/>, an open source software library for numerical computation using data flow graphs. Nodes in the graph represent mathematical operations, while the graph edges represent the multidimensional data arrays (tensors) communicated between them. The flexible architecture allows you to deploy computation to one or more 'CPUs' or 'GPUs' in a desktop, server, or mobile device with a single 'API'. 'TensorFlow' was originally developed by researchers and engineers working on the Google Brain Team within Google's Machine Intelligence research organization for the purposes of conducting machine learning and deep neural networks research, but the system is general enough to be applicable in a wide variety of other domains as well.
Authors:
tensorflow_2.16.0.9000.tar.gz
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tensorflow.pdf |tensorflow.html✨
tensorflow/json (API)
NEWS
| # Install 'tensorflow' in R: |
| install.packages('tensorflow', repos = c('https://rstudio.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/rstudio/tensorflow/issues
Last updated 22 days agofrom:e26a203fe5. Checks:OK: 5 NOTE: 2. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 30 2024 |
| R-4.5-win | NOTE | Oct 30 2024 |
| R-4.5-linux | NOTE | Oct 30 2024 |
| R-4.4-win | OK | Oct 30 2024 |
| R-4.4-mac | OK | Oct 30 2024 |
| R-4.3-win | OK | Oct 30 2024 |
| R-4.3-mac | OK | Oct 30 2024 |
Exports:%as%all_dimsarray_reshapeas_tensordictevaluateexport_savedmodelflag_booleanflag_integerflag_numericflag_stringflagsimportinstall_tensorflowiteratenp_arrayparse_argumentsparse_flagsrun_dirset_random_seedshapetensorboardtftf_configtf_extract_optstf_functiontf_gpu_configuredtf_probabilitytf_versiontraintrain_and_evaluatetupleuse_compatuse_condaenvuse_pythonuse_session_with_seeduse_virtualenvview_savedmodel
Dependencies:backportsbase64enccliconfigglueherejsonlitelatticelifecyclemagrittrMatrixpngprocessxpsR6rappdirsRcppRcppTOMLreticulaterlangrprojrootrstudioapitfautographtfrunstidyselectvctrswhiskerwithryaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Subset tensors with '[' | [.tensorflow.tensor |
| All dims | all_dims |
| as_tensor | as_tensor as_tensor.default as_tensor.double |
| Evaluate a Model | evaluate |
| Install TensorFlow and its dependencies | install_tensorflow |
| Parse Command Line Arguments | parse_arguments |
| Parse Configuration Flags for a TensorFlow Application | parse_flags |
| Set random seed for TensorFlow | set_random_seed |
| Create a 'tf.TensorShape' object | shape |
| TensorBoard Visualization Tool | tensorboard |
| TensorFlow for R | tensorflow-package tensorflow |
| Main TensorFlow module | tf |
| Tensor extract options | tf_extract_opts |
| Creates a callable TensorFlow graph from an R function. | tf_function |
| TensorFlow Probability Module | tf_probability |
| Use Compatibility | use_compat |
| Use a session with a random seed | use_session_with_seed |
| View a Saved Model | view_savedmodel |