Repository Index

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

• machine-learning
• deep-learning
• deep-reinforcement-learning
• machine-learning-from-scratch

An open access book on scientific visualization using python and matplotlib

• python
• matplotlib
• dataviz
• scientific-publications

TranslatedOpen-source manuscript of 《深入理解 AI Infra：量化分析与系统设计》 (In-Depth Understanding of AI Infra: Quantitative Analysis and System Design), by 李博杰 (Li Bojie): starting from hardware constraints and model architecture, it quantitatively derives the system design of LLM inference and training. Includes the full text of the book, a PDF, and companion calculation tools and experiments

• accelerator
• ai-infra
• ai-infrastructure
• book

A free, online learning platform to make quality education accessible for all.

• education
• interactive
• learning
• python

TranslatedA knowledge base for red teaming and offensive security.

• command-and-control
• execution
• exploit
• initial-access

Amazon Bedrock Agentcore accelerates AI agents into production with the scale, reliability, and security, critical to real-world deployment.

• agent
• agentic-ai
• agents
• authentication