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ailearning

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

algorithm_interview_notes-chinese

2018/2019/校招/春招/秋招/算法/机器学习(Machine Learning)/深度学习(Deep Learning)/自然语言处理(NLP)/C/C++/Python/面试笔记

annotatedcode

知名开源代码库的注释版：C++、Golang等

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

bocker

Docker implemented in around 100 lines of bash

book

学习笔记

box-lib

box-lib

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。英文版即伯克利“深度学习导论（STAT 157）”教材。

data-analysis

Data Science Using Python

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为18个章节，50余万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

deeplearning_ai_books

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

deeplearningbook-chinese

Deep Learning Book Chinese Translation

deeplearningpython35

neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support

dive-into-dl-pytorch

本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

fsrnet-pytorch

PyTorch implementation of "FSRNet: End-to-End Learning Face Super-Resolution with Facial Priors" (https://arxiv.org/abs/1711.10703)

generative-models

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

golang-notes

Go source code analysis(zh-cn)

gorm

grokking-deep-learning

this repository accompanies my forthcoming book "Grokking Deep Learning"

hands-on-ml-zh

:book: [译] Sklearn 与 TensorFlow 机器学习实用指南【版权问题，网站已下线！！】

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

helloworld

introduction-to-golang

【未来服务器端编程语言】最全空降golang资料补给包（满血战斗），包含文章，书籍，作者论文，理论分析，开源框架，云原生，大佬视频，大厂实战分享ppt

javaguide

【Java学习+面试指南】 一份涵盖大部分Java程序员所需要掌握的核心知识。

learning-k8s-source-code

k8s、docker源码分析、读书笔记

learning-k8s-source-code1

近3年k8s源码分析笔记-1.17.4、client-go, docker, cni, etcd 读书笔记

leeml-notes

李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes

leetcode

for good thinking