Xiang's starred repositories
developer-roadmap
Interactive roadmaps, guides and other educational content to help developers grow in their careers.
transformers
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
annotated_deep_learning_paper_implementations
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
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！🚀
paper-reading
深度学习经典、新论文逐段精读
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
ds-cheatsheets
List of Data Science Cheatsheets to rule the world
LLMsPracticalGuide
A curated list of practical guide resources of LLMs (LLMs Tree, Examples, Papers)
machinelearning
My blogs and code for machine learning. http://cnblogs.com/pinard
Deep-Learning-Interview-Book
深度学习面试宝典（含数学、机器学习、深度学习、计算机视觉、自然语言处理和SLAM等方向）
icloud_photos_downloader
A command-line tool to download photos from iCloud
Mathematics-for-ML
🧮 A collection of resources to learn mathematics for machine learning
Machine-Learning-Interviews
This repo is meant to serve as a guide for Machine Learning/AI technical interviews.
Data-Science-Interview-Questions-Answers
Curated list of data science interview questions and answers
MLQuestions
Machine Learning and Computer Vision Engineer - Technical Interview Questions
nlp-competitions-list-review
复盘所有NLP比赛的TOP方案，只关注NLP比赛，持续更新中！
NLPer-Interview
该仓库主要记录 NLP 算法工程师相关的面试题
NLP-Interview-Notes
该仓库主要记录 NLP 算法工程师相关的面试题
CV_interviews_Q-A
CV算法岗知识点及面试问答汇总，主要分为计算机视觉、机器学习、图像处理和 C++基础四大块，一起努力向offers发起冲击！
machine-learning-interview
算法工程师-机器学习面试题总结
CV_Interview
I hope this repo can help you a lot!
ML_DL_CV_with_pytorch
一个计算机视觉、机器学习与深度学习相关的项目，看课程的笔记还有自己做的程序
English-Tense
英语16种时态之个人见解