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.

amirbar 1f50270eea Fix issue #459 9 yıl önce
.github dc7791d01c Create ISSUE_TEMPLATE.md (#124) 9 yıl önce
autoencoder a472ac9525 merged changes from #25 10 yıl önce
compression 76739168f6 Initial commit of compression models. (#402) 9 yıl önce
im2txt c6a4f78308 Use open() instead of tf.gfile.FastGFile() 9 yıl önce
inception c6a4f78308 Use open() instead of tf.gfile.FastGFile() 9 yıl önce
lm_1b fdc4ce37a4 Fix README 9 yıl önce
namignizer 76f567df5f add the namignizer model (#147) 9 yıl önce
neural_gpu a803bf4171 Add to neural_gpu documentation. 9 yıl önce
privacy c711dc707e added private learning with multiple teachers (#331) 9 yıl önce
resnet cdaa9b23d2 Merge pull request #355 from mfigurnov/refactor-precision 9 yıl önce
slim 1f50270eea Fix issue #459 9 yıl önce
swivel 857226896e remove unneeded assignment 9 yıl önce
syntaxnet bc0a0a8651 Clone commande do not get submodules recursively (#320) 9 yıl önce
textsum 85836119d8 Add example code of binary/text data conversion. 9 yıl önce
transformer d816971032 Use tf.softmax_cross_entropy_with_logits to calculate loss (#181) 9 yıl önce
.gitignore 3e6caf5ff0 Add a .gitignore file. (#164) 9 yıl önce
.gitmodules 32ab5a58dd Adding SyntaxNet to tensorflow/models (#63) 9 yıl önce
AUTHORS 41c52d60fe Spatial Transformer model 10 yıl önce
CONTRIBUTING.md d84df16bc3 fixed contribution guidelines 10 yıl önce
LICENSE 7c41e653dc Update LICENSE 10 yıl önce
README.md 4f9d102483 Open source the image-to-text model based on the "Show and Tell" paper. 9 yıl önce

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.