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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Andrew Selle 6344793996 Update concat_v2 to be concat to match 1.0 final		преди 8 години
.github	dc7791d01c Create ISSUE_TEMPLATE.md (#124)	преди 9 години
autoencoder	a472ac9525 merged changes from #25	преди 9 години
compression	e8adaffd4b Modify compression tools to be Python3 compatible.	преди 8 години
differential_privacy	9e9aa5d1dc Update deep_cnn.py	преди 8 години
im2txt	2cd62f6c6d Merge pull request #842 from tae-jun/patch-1	преди 8 години
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.	преди 8 години
lm_1b	fdc4ce37a4 Fix README	преди 9 години
namignizer	76f567df5f add the namignizer model (#147)	преди 9 години
neural_gpu	a046ec81d7 Corrections and explanations for the updated Neural GPU model.	преди 8 години
neural_programmer	1634a9df0d Merge pull request #811 from devanshdalal/patch-1	преди 8 години
next_frame_prediction	ba986cfcb0 Add cross conv model for next frame prediction.	преди 9 години
real_nvp	e871d29598 Real NVP code	преди 8 години
resnet	6344793996 Update concat_v2 to be concat to match 1.0 final	преди 8 години
slim	f565b808ed Merge pull request #851 from tae-jun/patch-2	преди 8 години
street	f4161b6fc1 Update vgsl_model.py	преди 8 години
swivel	f3144eb061 Add sys.stdout.flush()	преди 9 години
syntaxnet	d66941ac44 Sync w TF r0.12 & Bazel 0.4.3, internal updates (#953)	преди 8 години
textsum	f1e8ff7c0f Update data.py	преди 9 години
transformer	bda41af1e9 Update cluttered_mnist.py	преди 8 години
tutorials	6344793996 Update concat_v2 to be concat to match 1.0 final	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