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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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Neal Wu 64254ad355 Modify the README to reflect changes 8 år sedan
.github dc7791d01c Create ISSUE_TEMPLATE.md (#124) 9 år sedan
autoencoder a472ac9525 merged changes from #25 9 år sedan
compression e8adaffd4b Modify compression tools to be Python3 compatible. 8 år sedan
differential_privacy 9e9aa5d1dc Update deep_cnn.py 8 år sedan
im2txt 2cd62f6c6d Merge pull request #842 from tae-jun/patch-1 8 år sedan
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. 8 år sedan
lm_1b fdc4ce37a4 Fix README 9 år sedan
namignizer 76f567df5f add the namignizer model (#147) 9 år sedan
neural_gpu a046ec81d7 Corrections and explanations for the updated Neural GPU model. 8 år sedan
neural_programmer 1634a9df0d Merge pull request #811 from devanshdalal/patch-1 8 år sedan
next_frame_prediction ba986cfcb0 Add cross conv model for next frame prediction. 8 år sedan
real_nvp e871d29598 Real NVP code 8 år sedan
resnet 64254ad355 Modify the README to reflect changes 8 år sedan
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syntaxnet d66941ac44 Sync w TF r0.12 & Bazel 0.4.3, internal updates (#953) 8 år sedan
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transformer bda41af1e9 Update cluttered_mnist.py 8 år sedan
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video_prediction d67ea24901 video prediction model code 9 år sedan
.gitignore 3e6caf5ff0 Add a .gitignore file. (#164) 9 år sedan
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AUTHORS 41c52d60fe Spatial Transformer model 9 år sedan
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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