Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
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Learn AI Engineering! Learn it. Build it. Ship it for others.
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
🛠️⚡ Step-by-step tutorial to build a modern JavaScript stack.
llama3 implementation one matrix multiplication at a time
Implementing a Neural Network from Scratch
Implementing LLM architectures from scratch in PyTorch
- gemma3
- llama4
- llm
- moe
Don't memorize ML. Understand it from first principles including Inference, Cuda, Deep Learning, Data Science and Reinforcement Learning
- cli
- deep-learning
- education
- from-scratch
A foundational and practical guide for effectively learning and progressively building a blockchain from scratch in Go with gRPC
- blockchain
- blockchain-from-scratch
- concurrent-programming
- cryptography
TranslatedA basic tutorial for getting started with AI Agents from zero background. It is not just a tutorial but also an Agent that can run locally: read and write files, execute commands, MCP, long-term memory, with a built-in web interface to see every step clearly. Starting from a minimal 100-line loop, each lesson adds one capability, and in the end it breaks down mainstream Agents such as Claude Code and Codex
- agent
- ai-agent
- chinese
- claude-code
TranslatedBuild GPT-2 from scratch in PyTorch, step by step
- attention
- chinese
- deep-learning
- from-scratch