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annotated-transformer

An annotated implementation of the Transformer paper.

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, ... 🧠

awesome-cs-books

经典编程书籍大全，涵盖：计算机系统与网络、系统架构、算法与数据结构、前端开发、后端开发、移动开发、数据库、测试、项目与团队、程序员职业修炼、求职面试等

awesome-deeplearning

深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI

awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

bert

TensorFlow code and pre-trained models for BERT

bertwithpretrained

基于PyTorch框架实现的BERT模型及其相关下游微调任务（Bert PyTorch Implementation）

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被60多个国家的400多所大学用于教学。

deep-learning-for-image-processing

deep learning for image processing including classification and object-detection etc.

eng-practices

Google's Engineering Practices documentation

examples

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

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.

leetcode

LeetCode Solutions: A Record of My Problem Solving Journey.( leetcode题解，记录自己的leetcode解题之路。)

leetcode-1

LeetCode刷题记录与面试整理

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

leetcode-solutions-in-good-style

首页已经更新，希望能对大家有帮助。

leetcodeanimation

Demonstrate all the questions on LeetCode in the form of animation.（用动画的形式呈现解LeetCode题目的思路）

mathematics-for-ml

🧮 A collection of resources to learn mathematics for machine learning

ml2022-spring

**Official** 李宏毅 (Hung-yi Lee) 機器學習 Machine Learning 2022 Spring

nlp-interview-notes

该仓库主要记录 NLP 算法工程师相关的面试题

nlp_ability

总结梳理自然语言处理工程师(NLP)需要积累的各方面知识，包括面试题，各种基础知识，工程能力等等，提升核心竞争力

nndl.github.io

《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning

paper-reading

深度学习经典、新论文逐段精读

practical-pytorch

Go to https://github.com/pytorch/tutorials - this repo is deprecated and no longer maintained

pythonpark

Python 开源项目之「自学编程之路」，保姆级教程：AI实验室、宝藏视频、数据结构、学习指南、机器学习实战、深度学习实战、网络爬虫、大厂面经、程序人生、资源分享。

pytorch-tutorial

PyTorch Tutorial for Deep Learning Researchers

pytorch_tutorial

《Pytorch模型训练实用教程》中配套代码

recommendersystem

sentencepiece

Unsupervised text tokenizer for Neural Network-based text generation.

statistic

collecting books, papers and docs.