yanan-zheng

hexo-theme-next

Elegant theme for Hexo.

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

nmt

TensorFlow Neural Machine Translation Tutorial

tensorflow-generative-model-collections

Collection of generative models in Tensorflow

awesome-knowledge-distillation

Awesome Knowledge Distillation

prettytensor

Pretty Tensor: Fluent Networks in TensorFlow

LSTMVis

Visualization Toolbox for Long Short Term Memory networks (LSTMs)

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

supervised-reptile

Code for the paper "On First-Order Meta-Learning Algorithms"

nlp-datasets

A list of datasets/corpora for NLP tasks, in reverse chronological order.

tf-rnn-attention

Tensorflow implementation of attention mechanism for text classification tasks.

language-style-transfer

ChatLearner

A chatbot implemented in TensorFlow based on the seq2seq model, with certain rules integrated.

iaf

Code for reproducing key results in the paper "Improving Variational Inference with Inverse Autoregressive Flow"

hierarchical-attention-networks

Document classification with Hierarchical Attention Networks in TensorFlow. WARNING: project is currently unmaintained, issues will probably not be addressed.

neuralmonkey

An open-source tool for sequence learning in NLP built on TensorFlow.

VITutorial

This repository stores slides for a tutorial on variational inference for NLP audiences.

tensorflow-shakespeare

Neural machine translation between the writings of Shakespeare and modern English using TensorFlow

iwae

Code to train Importance Weighted Autoencoders on MNIST and OMNIGLOT

connexion-example

Example REST service using Connexion Swagger-first Python library: includes schema validation and OAuth 2

RNNVis

A visualization tool for understanding and debugging RNNs

capsule-network

PyTorch implementation of the paper Dynamic Routing Between Capsules by Sara Sabour, Nicholas Frosst and Geoffrey Hinton

BiBloSA

Bi-Directional Block Self-Attention

dynamic-evaluation

Dynamic evaluation for pytorch language models, now includes hyperparameter tuning

toward-controlled-generation-of-text-pytorch

A PyTorch Implementation of "Toward Controlled Generation of Text"

tensorflow-vrnn

A variational recurrent neural network implementation in tensorflow

semisupervised_vae

Replication of Semi-Supervised Learning with Deep Generative Models

tensorflow-tutorial

tensorflow-statereader

This repository provides scripts to train an LSTM and then extract states from it in Tensorflow.

ais

Annealed Importance Sampling (AIS) for generative models.