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generative-models

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

glista

source code of GLISTA

img-processing

数字图像处理学习代码

improved-gan

code for the paper "Improved Techniques for Training GANs"

inpainting

Implementation of "Context Encoders: Feature Learning by Inpainting"

ista-net

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing (Tensorflow Code)

it_book

本项目收藏这些年来看过或者听过的一些不错的常用的上千本书籍，没准你想找的书就在这里呢，包含了互联网行业大多数书籍和面试经验题目等等。有人工智能系列（常用深度学习框架TensorFlow、pytorch、keras。NLP、机器学习，深度学习等等），大数据系列(Spark,Hadoop,Scala,kafka等)，程序员必修系列（C、C++、java、数据结构、linux，设计模式、数据库等等）

keras-dcgan

Keras implementation of Deep Convolutional Generative Adversarial Networks

kronecker-compressive-sensing-with-group-based-sparsity

KCS-GSR without any modifiction

kubernetes

Production-Grade Container Scheduling and Management

lbpcascade_animeface

A Face detector for anime/manga using OpenCV

learngit

leetcode

LeetCode Problems' Solutions

lenet

linear-lista-cpss

This repository is the implementation of the NIPS 2018 paper "Theoretical Linear Convergence of Unfolded ISTA and its Practical Weights and Thresholds" by Xiaohan Chen, Jialin Liu, Zhangyang Wang and Wotao Yin.

lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

machine-learning-with-python

此项目是我在学习《机器学习实战》这本书时的代码记录情况，用python实现，当然也会包括一些其他的机器学习算法，使用Python实现

machinelearning

This project contain some machine learning algrithm demo.Maybe the code is also useful to you.

machine_learning_foundation

matconvnet-fcn

A MatConvNet-based implementation of the Fully-Convolutional Networks for image segmentation

mnist

Some samples of the MNIST classifier.

neural-network-design-examples

neural-network-design-python

《神经网络设计》一书中介绍的典型网络，用Python实现以学习、和研究，作为Deep Learning的部分基础理论。

neural-networks-and-deep-learning

Code samples for my book "Neural Networks and Deep Learning"

neural-style

Neural style in TensorFlow! :art:

neuralnetworks

My work on neural networks for aritificial intelligence course

neuraltalk

NeuralTalk is a Python+numpy project for learning Multimodal Recurrent Neural Networks that describe images with sentences.

neural_net

反向传播神经网络及应用

nn_test

This project contains some neural network code

noisemaker

使用TensorFlow做的自动生成音乐的程序，持续更新。试听曲