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.

Lukasz Kaiser 71f239fdb4 Merge pull request #441 from cshallue/bazel-path 9 jaren geleden
.github dc7791d01c Create ISSUE_TEMPLATE.md (#124) 9 jaren geleden
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im2txt c778f4ad18 Add Bazel workspace name to fix bug in relative path of shell scripts. 9 jaren geleden
inception c778f4ad18 Add Bazel workspace name to fix bug in relative path of shell scripts. 9 jaren geleden
lm_1b fdc4ce37a4 Fix README 9 jaren geleden
namignizer 76f567df5f add the namignizer model (#147) 9 jaren geleden
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privacy c711dc707e added private learning with multiple teachers (#331) 9 jaren geleden
resnet cdaa9b23d2 Merge pull request #355 from mfigurnov/refactor-precision 9 jaren geleden
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swivel 857226896e remove unneeded assignment 9 jaren geleden
syntaxnet bc0a0a8651 Clone commande do not get submodules recursively (#320) 9 jaren geleden
textsum 25274f7cc4 typo fix (#353) 9 jaren geleden
transformer d816971032 Use tf.softmax_cross_entropy_with_logits to calculate loss (#181) 9 jaren geleden
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AUTHORS 41c52d60fe Spatial Transformer model 10 jaren geleden
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README.md 4f9d102483 Open source the image-to-text model based on the "Show and Tell" paper. 9 jaren geleden

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
  • inception -- deep convolutional networks for computer vision
  • namignizer -- recognize and generate names
  • neural_gpu -- highly parallel neural computer
  • privacy -- privacy-preserving student models from multiple teachers
  • 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
  • im2txt -- image-to-text neural network for image captioning.