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Best Practices on Recommendation Systems
RAGFlow is an open-source RAG (Retrieval-Augmented Generation) engine based on deep document understanding.
LLM大模型（重点）以及搜广推等 AI 算法中手写的面试题，（非 LeetCode），比如 Self-Attention, AUC等，一般比 LeetCode 更考察一个人的综合能力，又更贴近业务和基础知识一点
Hallo: Hierarchical Audio-Driven Visual Synthesis for Portrait Image Animation
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …
Utilizing GPT to assist interviewees, help answer questions and write code
中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法
整理开源的中文大语言模型，以规模较小、可私有化部署、训练成本较低的模型为主，包括底座模型，垂直领域微调及应用，数据集与教程等。
LLMStarterNotes是个人学习笔记库，记录了我作为初学者在学习大型语言模型（LLM）应用开发过程中的心得体会和技术总结。本项目旨在分享从基础知识到API实践，再到项目实操的学习过程，帮助同样是初学者的开发者快速理解和应用LLM。
本NER项目包含多个中文数据集，模型采用BiLSTM+CRF、BERT+Softmax、BERT+Cascade、BERT+WOL等，最后用TFServing进行模型部署，线上推理和线下推理。
推荐系统入门教程，在线阅读地址：https://datawhalechina.github.io/fun-rec/
此项目完成了关于 NLP-Beginner：自然语言处理入门练习 的所有任务，所有代码都经过测试,可以正常运行。
Datawhale成员整理的面经，内容包括机器学习，CV，NLP，推荐，开发等，欢迎大家star
A helpful 5-page machine learning cheatsheet to assist with exam reviews, interview prep, and anything in-between.
This is a Jupyter Notebook which explains how to use LangChain and the Open AI API to create a PandasDataFrame Agent. This notebook is accompanied a more detailed Medium article https://zhijingeu.m…
😎 Awesome lists about all kinds of interesting topics
freeCodeCamp.org's open-source codebase and curriculum. Learn to code for free.
📚 Freely available programming books
《Hello 算法》：动画图解、一键运行的数据结构与算法教程。支持 Python, Java, C++, C, C#, JS, Go, Swift, Rust, Ruby, Kotlin, TS, Dart 代码。简体版和繁体版同步更新，English version ongoing
A complete computer science study plan to become a software engineer.
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
Master programming by recreating your favorite technologies from scratch.
An Open Source Machine Learning Framework for Everyone
刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.
