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tf-adversarial

Adversarial networks in TensorFlow

tf-bi-lstm-attention-sentiment-classification

Train Bi-LSTM with Attention-mechanism on IMDB dataset (binary classification)

tf-cpn

a tensorflow implementation of CPN

tf-dann

Domain-Adversarial Neural Network in Tensorflow

tf-exercise-gan

Tensorflow implementation of different GANs and their comparisions

tf-faster-rcnn

Tensorflow Faster RCNN for Object Detection

tf-han

TensorFlow Implementation For [Hierarchical Attention Networks for Document Classification](http://www.cs.cmu.edu/~./hovy/papers/16HLT-hierarchical-attention-networks.pdf)

tf-han-1

tf-idf

Given a query string q and a corpus of documents, retrieve the top k documents that are the closest match to query string using tf-idf

tf-kalman

Simple kalman filter implemented with tensorflow

tf-layer-norm

TensorFlow implementation of normalizations such as Layer Normalization, HyperNetworks.

tf-lstm-char-cnn

tensorflow rewrite of Yoon Kim's lstm-char-cnn

tf-mrnn

Re-implementation of the m-RNN model using TensorFLow

tf-pose-estimation

Deep Pose Estimation implemented using Tensorflow with Custom Architecture for fast inference.

tf-rda-cell

Recurrent Discounted Attention unit (RDA) for Tensorflow

tf-reco-workshop

Deep Learning with TensorFlow Workshop 1 - Recommender System

tf-recsys

tf-recsys contains collaborative filtering (CF) model based on famous SVD and SVD++ algorithm. Both of them are implemented by tensorflow in order to utilize GPU acceleration.

tf-rnn

Practical Examples for RNNs in Tensorflow

tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

tf-simplehumanpose

TensorFlow implementation of "Simple Baselines for Human Pose Estimation and Tracking", ECCV 2018

tf-text-classification

CNN and RNN with Attention for Chinese Text Classification in Tensorflow

tf-tutorial

Short tutorial for TensorFlow, designed to be presented in-person

tf-tutorials

A collection of deep learning tutorials using Tensorflow and Python

tf-var-attention

Variational Attention for Sequence to Sequence Models

tf-vqvae

Tensorflow Implementation of the paper [Neural Discrete Representation Learning](https://arxiv.org/abs/1711.00937) (VQ-VAE).

tf-wavenet_vocoder

Wavenet and its applications with Tensorflow

tf-wgan

Wasserstein DCGAN in Tensorflow/Keras

tf.attention

Plug-and-Play version of Attention implemented in Tensorflow

tf.fashionai

Full pipeline for TianChi FashionAI clothes keypoints detection compitetion in TensorFlow

tf.gans-comparison

Implementations of (theoretical) generative adversarial networks and comparison without cherry-picking