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12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
12 Weeks, 24 Lessons, AI for All!
Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable…
面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版
100-Days-Of-ML-Code中文版
💿 Free software that works great, and also happens to be open-source Python.
One has no future if one couldn't teach themself.
Kubernetes community content
My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (2000+ slides) 我不间断更新的机器学习，概率模型和深度学习的讲义(2000+页)和视频链接
MiniCPM4 & MiniCPM4.1: Ultra-Efficient LLMs on End Devices, achieving 3+ generation speedup on reasoning tasks
Agentic Design Patterns: A Hands-On Guide to Building Intelligent Systems by Antonio Gulli
【🔞🔞🔞 内含不适合未成年人阅读的图片】基于我擅长的编程、绘画、写作展开的 AI 探索和总结：StableDiffusion 是一种强大的图像生成模型，能够通过对一张图片进行演化来生成新的图片。ChatGPT 是一个基于 Transformer 的语言生成模型，它能够自动为输入的主题生成合适的文章。而 Github Copilot 是一个智能编程助手，能够加速日常编程活动。
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
A machine learning toolkit for log-based anomaly detection [ISSRE'16]
This course is designed to guide beginners through the exciting world of Edge AI, covering fundamental concepts, popular models, inference techniques, device-specific applications, model optimizati…
Zeek Analysis Tools (ZAT): Processing and analysis of Zeek network data with Pandas, scikit-learn, Kafka and Spark
Provide best practices for LMOps, as well as elegant and convenient access to the features of the Qianfan MaaS Platform. (提供大模型工具链最佳实践，以及优雅且便捷地访问千帆大模型平台）
使用两种方法（抽取式Textrank和概要式seq2seq）自动提取文本摘要
练手项目：Comment of Interest 电商文本评论数据挖掘 （爬虫 + 观点抽取 + 句子级和观点级情感分析）
Esper instance for TV news analysis