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all_reduce Remove usage of magic-api-link syntax from source files. Aug 9, 2018
android Specify minSdkVersion/targetSdkVersion in library manifests Jul 23, 2018
autograph Internal change. Aug 11, 2018
batching Removing unused options from batch_ops.batch_function(). Jul 6, 2018
bayesflow Remove magic-doc-links from code. Aug 16, 2018
benchmark_tools Set up directory structure to open source distributed tensorflow benc… Feb 6, 2017
bigtable [tf.data] Internal refactoring of C++ classes and APIs. Aug 13, 2018
boosted_trees Adding weighted categorical feature column support. Aug 16, 2018
checkpoint tf.contrib.checkpoint.NumpyState for saving/restoring NumPy arrays wi… Aug 17, 2018
cloud Update the ADC file location in Colab. Aug 16, 2018
cluster_resolver [tpu]: Have a more helpful error message when no TPU name is specified. Aug 2, 2018
cmake Merge pull request #18992 from fo40225:fix_win_py27 Aug 19, 2018
coder tf.contrib.coder cleanup. Aug 6, 2018
compiler Remove _USE_C_API staging in tests now that the C API is enabled by d… May 17, 2018
constrained_optimization * Fixing checks for fully-known shapes. Aug 15, 2018
copy_graph Convert device function stack into TraceableStack for use in error me… Jul 26, 2018
crf Remove magic-doc-links from code. Aug 16, 2018
cudnn_rnn Remove usage of magic-api-link syntax from source files. Aug 9, 2018
data Remove magic-doc-links from code. Aug 16, 2018
decision_trees PiperOrigin-RevId: 193059174 Apr 16, 2018
deprecated Remove all_opensource_files. It's not needed any more. Mar 29, 2018
distribute Add back local collective all reduce test and fixed the bug that all_… Aug 18, 2018
distributions Add entropy method to Deterministic. Aug 14, 2018
eager Support nested defuns on TPU Aug 18, 2018
estimator New Class StepsExporter added which exports the serving graph and che… Aug 17, 2018
factorization Merge pull request #21451 from v-reyes:v-reyes-fix-comm-kmeans-cluste… Aug 13, 2018
feature_column Merge changes from github. Jun 19, 2018
ffmpeg Remove magic-doc-links from code. Aug 16, 2018
framework Remove magic-doc-links from code. Aug 16, 2018
fused_conv Internal-only change. Aug 16, 2018
gan Add stargan image summaries to show result of transforming image to each Aug 13, 2018
gdr fix typo in identifier name 'cient_mu_' Jul 26, 2018
graph_editor Remove magic-doc-links from code. Aug 16, 2018
grid_rnn Remove all_opensource_files. It's not needed any more. Mar 29, 2018
hadoop [tf.data] Internal refactoring of C++ classes and APIs. Aug 13, 2018
hooks Remove all_opensource_files. It's not needed any more. Mar 29, 2018
hvx Merge changes from github. Jun 19, 2018
image update tf.contrib.image.interpolate_spline to support inputs with par… Aug 17, 2018
input_pipeline Remove all_opensource_files. It's not needed any more. Mar 29, 2018
integrate Remove magic-doc-links from code. Aug 16, 2018
kafka [tf.data] Internal refactoring of C++ classes and APIs. Aug 13, 2018
keras Remove usage of magic-api-link syntax from source files. Aug 9, 2018
kernel_methods Remove usage of magic-api-link syntax from source files. Aug 9, 2018
kfac Automated rollback of commit 26353f9 Aug 16, 2018
kinesis [tf.data] Internal refactoring of C++ classes and APIs. Aug 13, 2018
labeled_tensor Minor fix for lt.map_fn, handling a case where Tensor type inference … Jun 14, 2018
layers Automated rollback of commit a1606d5 Aug 17, 2018
learn Remove magic-doc-links from code. Aug 16, 2018
legacy_seq2seq Fix support for seq2seq with mixed precision Jul 12, 2018
libsvm Remove all_opensource_files. It's not needed any more. Mar 29, 2018
linalg Remove magic-doc-links from code. Aug 16, 2018
linear_optimizer contrib: minor spelling tweaks Aug 9, 2018
lite Fix ecosystem books to include api versions drop-down. Aug 18, 2018
lookup [tf.contrib.lookup] More cleanups and add some simple benchmarks. Aug 15, 2018
losses Remove magic-doc-links from code. Aug 16, 2018
makefile Merge pull request #18866 from gpx1000:origin Aug 17, 2018
memory_stats Remove all_opensource_files. It's not needed any more. Mar 29, 2018
meta_graph_transform Removing remove_undocumented calls from tensorflow/python. Apr 25, 2018
metrics Remove magic-doc-links from code. Aug 16, 2018
mixed_precision Remove usage of magic-api-link syntax from source files. Aug 9, 2018
model_pruning Remove usage of magic-api-link syntax from source files. Aug 9, 2018
mpi Remove redundant header includes in mpi_utils.h May 16, 2018
mpi_collectives Allow is_initialized and initializer to be called on MirroredVariable… Jul 6, 2018
nccl Make sure tensorrt and nccl kernels compile with newer versions of Ei… Aug 15, 2018
nearest_neighbor Remove all_opensource_files. It's not needed any more. Mar 29, 2018
nn Remove usage of magic-api-link syntax from source files. Aug 9, 2018
opt Merge pull request #21486 from weidankong:elastic_average Aug 17, 2018
optimizer_v2 Change the initialization of the mean squared gradient variable of th… Aug 15, 2018
periodic_resample Merge changes from github. Jun 19, 2018
pi_examples Cleanup: Ran clang-format on all *.{cc,h} files in tensorflow/contrib… Jan 30, 2018
predictor Fix estimator dependencies in contrib/. Aug 9, 2018
proto Adding descriptor source test. Jul 20, 2018
quantization Remove all_opensource_files. It's not needed any more. Mar 29, 2018
quantize Check for training ops in graph. The rewriter only works for graphs … Aug 17, 2018
receptive_field Merge changes from github. Jul 3, 2018
recurrent Fix the dtype of last_idx_for_bcast inside _PickFinalStateFromHistory… Aug 8, 2018
reduce_slice_ops Remove all_opensource_files. It's not needed any more. Mar 29, 2018
remote_fused_graph Windows: Enable tensorflow/contrib in Bazel build (Second try) Apr 3, 2018
resampler Remove all_opensource_files. It's not needed any more. Mar 29, 2018
rnn Remove magic-doc-links from code. Aug 16, 2018
rpc Cleaning up test proto for `tensorflow/contrib/rpc`. Jul 12, 2018
saved_model Re-enable some tests on Windows Aug 14, 2018
seq2seq Remove magic-doc-links from code. Aug 16, 2018
session_bundle Windows: Enable tensorflow/contrib in Bazel build (Second try) Apr 3, 2018
signal Remove magic-doc-links from code. Aug 16, 2018
slim [tf.contrib.slim] Update documentation in evaluation.py Jul 21, 2018
solvers Merge changes from github. Jun 29, 2018
sparsemax Increase size of tensorflow/contrib/sparsemax:sparsemax_test to mediu… May 9, 2018
specs Remove all_opensource_files. It's not needed any more. Mar 29, 2018
staging Remove all_opensource_files. It's not needed any more. Mar 29, 2018
stat_summarizer Re-enable some tests on Windows Aug 14, 2018
stateless Add `tf.contrib.stateless.stateless_multinomial()`. Apr 12, 2018
summary Remove usage of magic-api-link syntax from source files. Aug 9, 2018
tensor_forest Use binary classification head for num_classes = 2. Aug 16, 2018
tensorboard Split out lib/png into a separate library from the rest of TensorFlow… Jul 11, 2018
tensorrt Merge pull request #21075 from jjsjann123:trt4_input_patch Aug 17, 2018
testing Branch 191925087 (#18299) Apr 6, 2018
text Remove all_opensource_files. It's not needed any more. Mar 29, 2018
tfprof Remove all_opensource_files. It's not needed any more. Mar 29, 2018
timeseries More deflaking for ar_model_test Aug 17, 2018
tpu Ensure models can be re-run with Keras (useful for Colab). Aug 16, 2018
training Remove magic-doc-links from code. Aug 16, 2018
util Remove magic-doc-links from code. Aug 16, 2018
verbs Modify AllocatorRegistry to be an AllocatorFactoryRegistry Jul 20, 2018
BUILD Automated rollback of commit 26353f9 Aug 16, 2018
README.md Merge changes from github. Jun 6, 2016
__init__.py Automated rollback of commit 26353f9 Aug 16, 2018

README.md

TensorFlow contrib

Any code in this directory is not officially supported, and may change or be removed at any time without notice.

The contrib directory contains project directories, each of which has designated owners. It is meant to contain features and contributions that eventually should get merged into core TensorFlow, but whose interfaces may still change, or which require some testing to see whether they can find broader acceptance. We are trying to keep duplication within contrib to a minimum, so you may be asked to refactor code in contrib to use some feature inside core or in another project in contrib rather than reimplementing the feature.

When adding a project, please stick to the following directory structure: Create a project directory in contrib/, and mirror the portions of the TensorFlow tree that your project requires underneath contrib/my_project/.

For example, let's say you create foo ops in two files: foo_ops.py and foo_ops_test.py. If you were to merge those files directly into TensorFlow, they would live in tensorflow/python/ops/foo_ops.py and tensorflow/python/kernel_tests/foo_ops_test.py. In contrib/, they are part of project foo, and their full paths are contrib/foo/python/ops/foo_ops.py and contrib/foo/python/kernel_tests/foo_ops_test.py.