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Python - 100天从新手到大师
TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)
This is a repo with links to everything you'd ever want to learn about data engineering
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 instead.
《开源大模型食用指南》针对中国宝宝量身打造的基于Linux环境快速微调（全参数/Lora）、部署国内外开源大模型（LLM）/多模态大模型（MLLM）教程
🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…
100-Days-Of-ML-Code中文版
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
Anthropic's Interactive Prompt Engineering Tutorial
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
wtfpython的中文翻译/持续🚧.../ 能力有限，欢迎帮我改进翻译
My blogs and code for machine learning. http://cnblogs.com/pinard
This repository offers a comprehensive collection of tutorials and implementations for Prompt Engineering techniques, ranging from fundamental concepts to advanced strategies. It serves as an essen…
Code for Tensorflow Machine Learning Cookbook
《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。
《大模型白盒子构建指南》：一个全手搓的Tiny-Universe
LLMs-from-scratch项目中文翻译
A comprehensive guide to understanding and implementing large language models with hands-on examples using LangChain for GenAI applications.
A series of Jupyter notebooks with Chinese comment that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.
A tutorial for Kaggle's Titanic: Machine Learning from Disaster competition. Demonstrates basic data munging, analysis, and visualization techniques. Shows examples of supervised machine learning t…
Some interesting TensorFlow tutorials for beginners.
This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face model…
stats of Chinese developers. 统计中国程序员的就业情况
A Notebook with Flexible Customization and Easy Integration.
《统计学原理实验教程（Python）》书中代码实现。尽可能加注释，力求代码的可复用性。