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Wen's Projects

ailearning icon ailearning

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

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

🧑‍🏫 50! Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

autoencoders icon autoencoders

Implementation of simple autoencoders networks with Keras

awesome-algorithm-books icon awesome-algorithm-books

📚 awesome algorithm books I've collected 【不定期更新】 搜集整理的算法书籍(经典算法、ML/DL算法、面试算法、比赛算法等)

crew icon crew

各种各样的爬虫项目

federated-learning icon federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

it_book icon 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)

kkndme icon kkndme

kkndme聊房,数据来自天涯

machinery-industry-press icon machinery-industry-press

本项目预计分享数千册电子书,98%以上为机械工业出版社原版电子书,其余为其它出版社出版的一些经典外文读物的原版译本电子书,每本书都配有当当网一键搜索,可查看书价格和简介。目前共计更新2542册图书

markdown4zhihu icon markdown4zhihu

一键解决知乎导入Markdown文件时图片和公式等问题。

ml_notes icon ml_notes

机器学习算法的公式推导以及numpy实现

niid-bench icon niid-bench

Federated Learning on Non-IID Data Silos: An Experimental Study

nsfw_data_scraper icon nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

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