adsk47 / Deep-learning-Guide

Deep-learning-Guide

A guide about deep-learning

教材

neural-networks-and-deep-learning(神经网络与深度学习)

code:https://github.com/mnielsen/neural-networks-and-deep-learning

Dive into Deep Learning(动手深度学习）

本书官方主页：https://github.com/d2l-ai/d2l-zh

deep learning(Ian Goodfellow/Yoshua Bengio/Aaron Courville)中文版

Neural Network and Deep Learning（神经网络与深度学习）

官方主页：https://github.com/nndl/nndl.github.io

deep-learning-with-python

book：https://github.com/cnbeining/deep-learning-with-python-cn
note：https://github.com/fchollet/deep-learning-with-python-notebooks

面试

深度学习500问：https://github.com/scutan90/DeepLearning-500-questions
算法/深度学习/NLP面试笔记：https://github.com/imhuay/Algorithm_Interview_Notes-Chinese

其他

Python笔记：https://github.com/lijin-THU/notes-python
funNLP：https://github.com/fighting41love/funNLP

资源汇总

Awesome-Deep-Learning-for-Chinese ：https://github.com/bo-xiong/Awesome-Deep-Learning-for-Chinese
awesome-deep-learning：https://github.com/ChristosChristofidis/awesome-deep-learning
Top-Deep-Learning：https://github.com/mbadry1/Top-Deep-Learning
中文NLP资料：https://github.com/crownpku/Awesome-Chinese-NLP

项目

faceai：https://github.com/adsk47/faceai
kaggle项目：https://github.com/adsk47/kaggle
face_recognition:https://github.com/ageitgey/face_recognition/blob/master/README_Simplified_Chinese.md

库和框架

pytorch

PyTorch中文文档：https://pytorch-cn.readthedocs.io/zh/latest/
Pytorch中文网：https://ptorch.com
官方源码：https://github.com/pytorch/pytorch
pytorch-book：https://github.com/adsk47/pytorch-book
PyTorch-Tutorial：https://github.com/adsk47/PyTorch-Tutorial（英语）
examples：https://github.com/adsk47/examples
Awesome-pytorch-list：https://github.com/bharathgs/Awesome-pytorch-list

其他

mxnet：http://mxnet.incubator.apache.org/tutorials/index.html
numpy：https://www.numpy.org.cn/
pandas：https://apachecn.github.io/pandas-doc-zh/
Keras：https://keras-cn.readthedocs.io/en/latest/
TensorFlow：http://cwiki.apachecn.org/pages/viewpage.action?pageId=10030122
Scipy：https://scipy.org/getting-started.html（英文）
theano：http://deeplearning.net/software/theano_versions/dev/index.html（英文）
OpenCV：http://www.opencv.org.cn/opencvdoc/2.3.2/html/doc/tutorials/tutorials.html

论文

论文合集

pwc（Papers with code）：https://github.com/zziz/pwc
Deep-Learning-Papers-Reading-Roadmap：https://github.com/floodsung/Deep-Learning-Papers-Reading-Roadmap
awesome-deep-learning-papers：https://github.com/terryum/awesome-deep-learning-papers

论文网站

Papers with code：https://paperswithcode.com(受欢迎的论文及其实现）
Semantic Scholar:https://www.semanticscholar.org（论文及作者趋势，只能搜索）
Arxiv Sanity Preserver:http://arxiv-sanity.com（最新的论文）

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