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Merged
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Dec 7, 2017
Merged

Adding TCN. #2969

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cbd571f
Adding TCN.
Dec 7, 2017
aa3d442
removing license and contributing.
Dec 7, 2017
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1 change: 1 addition & 0 deletions CODEOWNERS
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Original file line number Diff line number Diff line change
Expand Up @@ -32,6 +32,7 @@ research/slim/* @sguada @nathansilberman
research/street/* @theraysmith
research/swivel/* @waterson
research/syntaxnet/* @calberti @andorardo @bogatyy @markomernick
research/tcn/* @coreylynch @sermanet
research/textsum/* @panyx0718 @peterjliu
research/transformer/* @daviddao
research/video_prediction/* @cbfinn
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1 change: 1 addition & 0 deletions research/README.md
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Expand Up @@ -61,6 +61,7 @@ installation](https://www.tensorflow.org/install).
using a Deep RNN.
- [swivel](swivel): the Swivel algorithm for generating word embeddings.
- [syntaxnet](syntaxnet): neural models of natural language syntax.
- [tcn](tcn): Self-supervised representation learning from multi-view video.
- [textsum](textsum): sequence-to-sequence with attention model for text
summarization.
- [transformer](transformer): spatial transformer network, which allows the
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213 changes: 213 additions & 0 deletions research/tcn/BUILD
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@@ -0,0 +1,213 @@
package(default_visibility = [":internal"])

licenses(["notice"]) # Apache 2.0

exports_files(["LICENSE"])

package_group(
name = "internal",
packages = [
"//tcn/...",
],
)

py_binary(
name = "download_pretrained",
srcs = [
"download_pretrained.py",
],
)

py_binary(
name = "generate_videos",
srcs = [
"generate_videos.py",
],
main = "generate_videos.py",
deps = [
":data_providers",
":get_estimator",
":util",
],
)

py_test(
name = "svtcn_loss_test",
size = "medium",
srcs = [
"estimators/svtcn_loss.py",
"estimators/svtcn_loss_test.py",
],
deps = [
":util",
],
)

py_library(
name = "data_providers",
srcs = [
"data_providers.py",
],
deps = [
":preprocessing",
],
)

py_test(
name = "data_providers_test",
size = "large",
srcs = ["data_providers_test.py"],
deps = [
":data_providers",
],
)

py_library(
name = "preprocessing",
srcs = [
"preprocessing.py",
],
)

py_binary(
name = "get_estimator",
srcs = [
"estimators/get_estimator.py",
],
deps = [
":mvtcn_estimator",
":svtcn_estimator",
],
)

py_binary(
name = "base_estimator",
srcs = [
"estimators/base_estimator.py",
"model.py",
],
deps = [
":data_providers",
":util",
],
)

py_library(
name = "util",
srcs = [
"utils/luatables.py",
"utils/progress.py",
"utils/util.py",
],
)

py_binary(
name = "mvtcn_estimator",
srcs = [
"estimators/mvtcn_estimator.py",
],
deps = [
":base_estimator",
],
)

py_binary(
name = "svtcn_estimator",
srcs = [
"estimators/svtcn_estimator.py",
"estimators/svtcn_loss.py",
],
deps = [
":base_estimator",
],
)

py_binary(
name = "train",
srcs = [
"train.py",
],
deps = [
":data_providers",
":get_estimator",
":util",
],
)

py_binary(
name = "labeled_eval",
srcs = [
"labeled_eval.py",
],
deps = [
":get_estimator",
],
)

py_test(
name = "labeled_eval_test",
size = "small",
srcs = ["labeled_eval_test.py"],
deps = [
":labeled_eval",
],
)

py_binary(
name = "eval",
srcs = [
"eval.py",
],
deps = [
":get_estimator",
],
)

py_binary(
name = "alignment",
srcs = [
"alignment.py",
],
deps = [
":get_estimator",
],
)

py_binary(
name = "visualize_embeddings",
srcs = [
"visualize_embeddings.py",
],
deps = [
":data_providers",
":get_estimator",
":util",
],
)

py_binary(
name = "webcam",
srcs = [
"dataset/webcam.py",
],
main = "dataset/webcam.py",
)

py_binary(
name = "images_to_videos",
srcs = [
"dataset/images_to_videos.py",
],
main = "dataset/images_to_videos.py",
)

py_binary(
name = "videos_to_tfrecords",
srcs = [
"dataset/videos_to_tfrecords.py",
],
main = "dataset/videos_to_tfrecords.py",
deps = [
":preprocessing",
],
)
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