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deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

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

deepoptics

deskreen

Deskreen turns any device with a web browser into a secondary screen for your computer

dlwithpytorch

Code to accompany my upcoming book "Deep learning with PyTorch Book " from Packt

doing_the_phd

easy-rl

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

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

geatpy

Evolutionary algorithm toolbox and framework with high performance for Python

glonet

Global optimization based on generative neural networks

gpt_api_free

Free ChatGPT API Key，免费ChatGPT API，支持GPT4 API（免费），ChatGPT国内可用免费转发API，直连无需代理。可以搭配ChatBox等软件/插件使用，极大降低接口使用成本。国内即可无限制畅快聊天。

hangzhou_house_knowledge

2017年买房经历总结出来的买房购房知识分享给大家，希望对大家有所帮助。买房不易，且买且珍惜。Sharing the knowledge of buy an own house that according to the experience at hangzhou in 2017 to all the people. It's not easy to buy a own house, so I hope that it would be useful to everyone.

image-adaptive-3dlut

Learning Image-adaptive 3D Lookup Tables for High Performance Photo Enhancement in Real-time

interpretable-weighting-framework

it-interviews-sharing

Sharing many well-known companies' Interview questions during my preparation for job. These companies include Microsoft, alibaba, baidu, tecent, sogou, 360, youku and so on. Most interview questions have detailed answers and skills.

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）

jasminum

A Zotero add-on to retrive CNKI meta data. 一个简单的Zotero 插件，用于识别中文元数据

jd_maotai_seckill

优化版本的京东茅台抢购神器

joyful-pandas

pandas中文教程

jupytext

Jupyter Notebooks as Markdown Documents, Julia, Python or R scripts

just-another-research-cv

📝 A not-so-fancy but still a pretty research CV :fireworks: :tada:

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, ENT, DMN,

learnopencv

Learn OpenCV : C++ and Python Examples

linux-learning-notes

Linux操作系统学习笔记

lumopt

Python based continuous adjoint optimization wrapper for Lumerical

markdownhere4zotero

markdown here zotero 插件

minimal-research-theme

Just a plain, simple and elegant one-page theme for research/academia.

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

ml-visuals

🎨 ML Visuals contains figures and templates which you can reuse and customize to improve your scientific writing.

ml_1000_questions

机器学习面试题总结，the summary of machine learning questions