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digits

Deep Learning GPU Training System

dim

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

dlib

A toolkit for making real world machine learning and data analysis applications in C++

document

easy-rl

强化学习中文教程，在线阅读地址：https://datawhalechina.github.io/easy-rl/

effectivetensorflow

TensorFlow tutorials and best practices.

estool

Evolution Strategies Tool

euler

A distributed graph deep learning framework.

facefrontalization

Align a face in profile to front view

faiss

A library for efficient similarity search and clustering of dense vectors.

fashion-mnist

A MNIST-like fashion product database. Benchmark :point_right:

fast-neural-style-tensorflow

A tensorflow implementation for fast neural style!

faster-rnnlm

Faster Recurrent Neural Network Language Modeling Toolkit with Noise Contrastive Estimation and Hierarchical Softmax

gan-intro

gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gat2vec

representation learning on attributed graphs

glove-python

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

graphsage

Representation learning on large graphs using stochastic graph convolutions.

imageflow

A simple wrapper of TensorFlow for Image I/O in pure tensor flow format

importance-sampling

Code for experiments regarding importance sampling for training neural networks

improved-gan

code for the paper "Improved Techniques for Training GANs"

inception-resnet-v2

libffm

A Library for Field-aware Factorization Machines

machinelearning-c---code

using c++ code to show the example of machine learning

machinelearningtoolbox

A toolbox contains some common machine learning algorithm

mat

A Low Dimension Mat Lib

mlalgorithms

Minimal and clean examples of machine learning algorithms

mmdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch and CoreML.

models

Models built with TensorFlow

mshadow

Matrix Shadow:Lightweight CPU/GPU Matrix and Tensor Template Library in C++/CUDA