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adversarialvariationalbayes

This repository contains the code to reproduce the core results from the paper "Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks".

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

alphatree-graphic-deep-neural-network

将深度神经网络中的一些模型 进行统一的图示，便于大家对模型的理解

angel

A Flexible and Powerful Parameter Server for large-scale machine learning

annbasednumpy

attention-based-bilstm-relation-extraction

Tensorflow Implementation of "Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification" (ACL 2016)

attentionconvlstm

"Attention in Convolutional LSTM for Gesture Recognition" in NIPS 2018

awesome-deep-learning

A curated list of awesome Deep Learning tutorials, projects and communities.

awesome-graph-embedding

A collection of important graph embedding, classification and representation learning papers with implementations.

awesome-interpretable-machine-learning

awesome-machine-learning-interpretability

A curated list of awesome machine learning interpretability resources.

bayes_gmm

Bayesian Gaussian mixture models in Python.

bayesian-neural-network-blogpost

Building a Bayesian deep learning classifier

blog

alpha i's blog

bpls

Bayesian Partial Least Squares

causal-discovery-from-multiset-timeseries

cevae

Causal Effect Inference with Deep Latent-Variable Models

cgnn

Replication code for the article "Learning Functional Causal Models with Generative Neural Networks"

cnn-surrogate

Bayesian deep convolutional encoder-decoder networks for surrogate modeling and uncertainty quantification

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

contrastive-predictive-coding

Keras implementation of Representation Learning with Contrastive Predictive Coding

convlstm-pytorch

ConvLSTM/ConvGRU (Birdirectional) (Encoder-Decoder) with PyTorch

convlstmcell-tensorflow

ConvLSTMCell for TensorFlow

cortexsys

Matlab GPU Accelerated Deep Learning Toolbox

dag-gnn

datamining

My data mining code！

deep-convolutional-autoencoder

This is a tutorial on creating a deep convolutional autoencoder with tensorflow.

deep-learning-with-pytorch-tutorials

深度学习与PyTorch入门实战视频教程 配套源代码和PPT

deep-subspace-clustering-networks

deepbayes-2018

Seminars DeepBayes Summer School 2018