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conditional-pixelcnn-decoder

Tensorflow implementation of Gated Conditional Pixel Convolutional Neural Network

contiguous-succotash

Recurrent Variational Autoencoder with Dilated Convolutions that generates sequential data implemented in pytorch

convolutional-neural-networks-for-sentence-classification

crnn

For thesis

cvae

Convolutional Variational Autoencoder

cvae-1

Conditional variational autoencoder implementation in Torch

deep-learning

Resources for deep learning: papers, articles, courses

deep-learning-demo

:pushpin: The data is the future of oil, digging the potential value of the data is very meaningful. This library records my road of machine learning study.

deeplearning4nlp-tutorial

Hands-on tutorial on deep learning with a special focus on Natural Language Processing (NLP)

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

deepnlp

Deep Learning NLP Pipeline implemented on Tensorflow

deep_learning_nlp_sarcasm

code for deep learning models applied to nlp tasks

dfc-vae

Variational Autoencoder trained by feature perceputal loss

dilated-cnn-ner

Dilated CNNs for NER in TensorFlow

dilatedpixelcnn

Implementation of Dilated PixelCNN

dilation

Dilated Convolution for Semantic Image Segmentation

dmscmc

This repository is for the paper "Document-Level Multi-Aspect Sentiment Classification as Machine Comprehension"

dynamiccnn

Dynamic Convolutional Neural Networks for Theano/Lasagne

edward

A library for probabilistic modeling, inference, and criticism. Deep generative models, variational inference. Runs on TensorFlow.

episodic_control

Model-Free Episodic Control

generating-sentences-vae-lstm

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

glove

GloVe model for distributed word representation

glove-gensim

Converting GloVe vectors into word2vec format for easy usage with Gensim

glove-python

Toy Python implementation of http://www-nlp.stanford.edu/projects/glove/

gmvae

Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders

groundhog

Library for implementing RNNs with Theano

hmn4qa

This is the code&dataset for the paper [Hierarchical Memory Networks for Answer Selection on Unknown Words. COLING 2016]

iaf

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

jst

A C++ implementation of the Joint Sentiment-Topic (JST) Model.