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aaamlp-cn

Approaching (Almost) Any Machine Learning Problem中译版，在线文档地址：https://ytzfhqs.github.io/AAAMLP-CN/

aiops-handbook

Collection of slides, repositories, papers about AIOps

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, ... 🧠

coding-interview-university

A complete computer science study plan to become a software engineer.

exercise

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

ggg

git_study

gitcode

github-chinese-top-charts

:cn: GitHub中文排行榜，各语言分设「软件 | 资料」榜单，精准定位中文好项目。各取所需，高效学习。

interactive-coding-challenges

120+ interactive Python coding interview challenges (algorithms and data structures). Includes Anki flashcards.

interview_python

关于Python的面试题

langchain

⚡ Building applications with LLMs through composability ⚡

llm-course

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

log_parse

logparser

A toolkit for automated log parsing [ICSE'19, TDSC'18, DSN'16]

logpraser

python

All Algorithms implemented in Python

transformers

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.