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Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all
A collection of notebooks/recipes showcasing some fun and effective ways of using Claude.
Jupyter notebooks for the code samples of the book "Deep Learning with Python"
This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python. Designed …
Companion webpage to the book "Mathematics For Machine Learning"
A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.
Convert AI papers to GUI，Make it easy and convenient for everyone to use artificial intelligence technology。让每个人都简单方便的使用前沿人工智能技术
SoTA LLM for converting natural language questions to SQL queries
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Example TensorFlow codes and Caicloud TensorFlow as a Service dev environment.
Lecture Notes for Linear Algebra Featuring Python. This series of lecture notes will walk you through all the must-know concepts that set the foundation of data science or advanced quantitative ski…
Deep Reinforcement Learning: Zero to Hero!
An experimentation and research platform to investigate the interaction of automated agents in an abstract simulated network environments.
Hands-On Graph Neural Networks Using Python, published by Packt
Representation Engineering: A Top-Down Approach to AI Transparency
A C/C++ Code Vulnerability Dataset with Code Changes and CVE Summaries
This set of Python scripts allow you to convert pcap, pcapnp or pdml 5G protocol traces (Wireshark, tcpdump, ...) into SVG sequence diagrams.
《解构大语言模型：从线性回归到通用人工智能》配套代码
AttacKG: Constructing Knowledge-enhanced Attack Graphs from Cyber Threat Intelligence Reports
Accompanying code and SEP dataset for the "Can LLMs Separate Instructions From Data? And What Do We Even Mean By That?" paper.
TensorFlow API analysis tool and malicious model detection tool
Code implementation for CoTexT: Multi-task Learning with Code-Text Transformer