LLMs From Scratch
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Application
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
§01 · Projects
Projects.
Filament plugins, Laravel packages and open source starter kits actively maintained. All MIT, with releases for v3, v4 and v5 where applicable.
§02 · catalogue
Claude Mem
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Database
Memory compression system for Claude Code - persist context across sessions
React
AI For Beginners
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Application
12 Weeks, 24 Lessons, AI for All!
Strix
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Application
Open-source AI penetration testing tool to find and fix your app’s vulnerabilities.
Nautilus Trader
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Application
Production-grade Rust-native trading engine with deterministic event-driven architecture
Ncnn
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Mobile Library
ncnn is a high-performance neural network inference framework optimized for the mobile platform
Machine Learning For Trading
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Docker
Code for Machine Learning for Trading, 3rd edition — from data sourcing to live execution.
Gun
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Database
A realtime, decentralized, offline-first, graph data synchronization engine.
Litgpt
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Application
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
Semantica
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Docker
Graph-Native Infrastructure for Context and Accountable AI Systems
§03 · contribute
Contribute, report issues, open PRs.
All packages have CI, Pest tests and open issues tagged good first issue.