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.

335 Ревизии

4 Клонове

0 Версии

Yuefeng Zhou 91c7b91f83 Variables defined in ExponentialMovingAverage need not to be shared. (#778)		преди 8 години
.github	dc7791d01c Create ISSUE_TEMPLATE.md (#124)	преди 9 години
autoencoder	a472ac9525 merged changes from #25	преди 9 години
compression	b181b9885c Update README with results for comparison.	преди 9 години
differential_privacy	9e9aa5d1dc Update deep_cnn.py	преди 8 години
im2txt	5e250ff9e9 Update README.md to indicate required TensorFlow version.	преди 8 години
inception	91c7b91f83 Variables defined in ExponentialMovingAverage need not to be shared. (#778)	преди 8 години
lm_1b	fdc4ce37a4 Fix README	преди 9 години
namignizer	76f567df5f add the namignizer model (#147)	преди 9 години
neural_gpu	a803bf4171 Add to neural_gpu documentation.	преди 9 години
neural_programmer	64cfe0c170 edits to README	преди 9 години
next_frame_prediction	ba986cfcb0 Add cross conv model for next frame prediction.	преди 9 години
resnet	50b9c40ac7 DOC: Typo in resnet documentation	преди 9 години
slim	ea207d8a4d Updating README.md	преди 9 години
street	f4161b6fc1 Update vgsl_model.py	преди 8 години
swivel	f3144eb061 Add sys.stdout.flush()	преди 9 години
syntaxnet	5eff490de4 Fix POS tagging score of Ling et al.(2005)	преди 9 години
textsum	f1e8ff7c0f Update data.py	преди 9 години
transformer	bda41af1e9 Update cluttered_mnist.py	преди 8 години
tutorials	1eee944ad1 Moved parenthesis to the right place	преди 8 години
video_prediction	d67ea24901 video prediction model code	преди 9 години
.gitignore	3e6caf5ff0 Add a .gitignore file. (#164)	преди 9 години
.gitmodules	32ab5a58dd Adding SyntaxNet to tensorflow/models (#63)	преди 9 години
AUTHORS	41c52d60fe Spatial Transformer model	преди 9 години
CONTRIBUTING.md	d84df16bc3 fixed contribution guidelines	преди 9 години
LICENSE	7c41e653dc Update LICENSE	преди 9 години
README.md	94f3678096 Re-alphabetized the README	преди 9 години
WORKSPACE	ac0829fa2b Consolidate privacy/ and differential_privacy/.	преди 9 години

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

README.md

TensorFlow Models

Models