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教程

李宏毅 / 一天搞懂深度

深度学习必备手册(上)

Deep Learning Book Chinese Translation

simplified-deeplearning---DeepLearningBook的学习笔记

Neural Networks and Deep Learning

动手学深度学习

基本概念介绍

ReLu(Rectified Linear Units)激活函数

变分自编码机

CNN(卷积神经网络)、RNN(循环神经网络)、DNN(深度神经网络)的内部网络结构有什么区别?

CNN

不懂卷积神经网络?别怕,看完这几张萌图你就明白了

github

BigDL---Distributed Deep Learning Library for Apache Spark

keras-cn---Chinese keras documents with more examples, explanations and tips.

spark-deep-learning---Deep Learning Pipelines for Apache Spark

fastai---The fast.ai deep learning library, lessons, and tutorials

Deep-Learning-for-Tracking-and-Detection---Collection of papers and other resources for object tracking and detection using deep learning

mobile-deep-learning---This research aims at simply deploying CNN(Convolutional Neural Network) on mobile devices, with low complexity and high speed.

Realtime Multi Person Pose Estimation

deep-visualization-toolbox---DeepVis Toolbox

SeetaFace Engine---SeetaFace Engine is an open source C++ face recognition engine, which can run on CPU with no third-party dependence.

conv_arithmetic---A technical report on convolution arithmetic in the context of deep learning

OpenFace---a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation.

deep_architecture_genealogy---Deep Learning Architecture Genealogy Project

应用

深度学习在情感分析中的应用

深度学习在股票市场的应用