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This repository contains machine learning models implemented in TensorFlow. The models are maintained by their respective authors. To propose a model for inclusion, please submit a pull request.

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Lukasz Kaiser a315e5681d Update to the Neural GPU. il y a 8 ans
.github dc7791d01c Create ISSUE_TEMPLATE.md (#124) il y a 9 ans
autoencoder a472ac9525 merged changes from #25 il y a 9 ans
compression e8adaffd4b Modify compression tools to be Python3 compatible. il y a 8 ans
differential_privacy 9e9aa5d1dc Update deep_cnn.py il y a 8 ans
im2txt 2cd62f6c6d Merge pull request #842 from tae-jun/patch-1 il y a 8 ans
inception e5079c8390 Update inception model based on tf API changes: replace tf.op_scope with tf.name_scope and tf.variable_op_scope with tf.variable_scope; fix the order of arguments for tf.concat; replace tf.mul with tf.multiply. il y a 8 ans
lm_1b fdc4ce37a4 Fix README il y a 9 ans
namignizer 76f567df5f add the namignizer model (#147) il y a 9 ans
neural_gpu a315e5681d Update to the Neural GPU. il y a 8 ans
neural_programmer 1634a9df0d Merge pull request #811 from devanshdalal/patch-1 il y a 8 ans
next_frame_prediction ba986cfcb0 Add cross conv model for next frame prediction. il y a 8 ans
real_nvp e871d29598 Real NVP code il y a 8 ans
resnet 22036b6f44 Update resnet to run with tf r0.12 API. (#833) il y a 8 ans
slim f565b808ed Merge pull request #851 from tae-jun/patch-2 il y a 8 ans
street f4161b6fc1 Update vgsl_model.py il y a 8 ans
swivel f3144eb061 Add sys.stdout.flush() il y a 9 ans
syntaxnet d66941ac44 Sync w TF r0.12 & Bazel 0.4.3, internal updates (#953) il y a 8 ans
textsum f1e8ff7c0f Update data.py il y a 8 ans
transformer bda41af1e9 Update cluttered_mnist.py il y a 8 ans
tutorials efa4a6cfaa Fix vocabulary naming (input/output vocabulary no longer has same name) (#946) il y a 8 ans
video_prediction d67ea24901 video prediction model code il y a 9 ans
.gitignore 3e6caf5ff0 Add a .gitignore file. (#164) il y a 9 ans
.gitmodules 32ab5a58dd Adding SyntaxNet to tensorflow/models (#63) il y a 9 ans
AUTHORS 41c52d60fe Spatial Transformer model il y a 9 ans
CONTRIBUTING.md d84df16bc3 fixed contribution guidelines il y a 9 ans
LICENSE 7c41e653dc Update LICENSE il y a 9 ans
README.md 94f3678096 Re-alphabetized the README il y a 8 ans
WORKSPACE ac0829fa2b Consolidate privacy/ and differential_privacy/. il y a 9 ans

README.md

TensorFlow Models

This repository contains machine learning models implemented in TensorFlow. The models are maintained by their respective authors.

To propose a model for inclusion please submit a pull request.

Models

  • autoencoder -- various autoencoders
  • differential_privacy -- privacy-preserving student models from multiple teachers
  • im2txt -- image-to-text neural network for image captioning.
  • inception -- deep convolutional networks for computer vision
  • namignizer -- recognize and generate names
  • neural_gpu -- highly parallel neural computer
  • neural_programmer -- neural network augmented with logic and mathematic operations.
  • resnet -- deep and wide residual networks
  • slim -- image classification models in TF-Slim
  • swivel -- the Swivel algorithm for generating word embeddings
  • syntaxnet -- neural models of natural language syntax
  • textsum -- sequence-to-sequence with attention model for text summarization.
  • transformer -- spatial transformer network, which allows the spatial manipulation of data within the network