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🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
TranslatedSimple Reinforcement learning tutorials, 莫烦Python (Mofan Python, "don't be annoyed Python") Chinese AI teaching
Collection of notebooks about quantitative finance, with interactive python code.
Generative AI reference workflows optimized for accelerated infrastructure and microservice architecture.
Collection of advice on optimizing compile times of Swift projects.
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2023
Minecraft server optimization guide
哈喽！龙虾 🙋♀️ Adopt from scratch and build your first claw 🦞 来领养你的第一只龙虾！
A best practices guide for day 2 operations, including operational excellence, security, reliability, performance efficiency, and cost optimization.
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Recipes for shrinking, optimizing, customizing cutting edge vision models. 💜
Notebooks about Bayesian methods for machine learning
A walkthrough for optimal Audiobook experience using Plex
Windows 10/11 Guide. Including Windows Security tools, Encryption, Nextcloud, Graphics, Gaming, Virtualization, Windows Subsystem for Linux (WSL 2), Software Apps, and Resources.
Learn LLM internals step by step - from tokenization to attention to inference optimization.
Notebooks covering mathematical analysis of ZKP building blocks, algorithm implementations of various proof systems, and protocol optimization techniques.
A Swift adventure with Optionals, Monads, bananas and squirrels
A list of general purpose tricks and techniques for saving tokens in PICO-8.
Auto-optimizing a neural net (and its architecture) on the CIFAR-100 dataset. Could be easily transferred to another dataset or another classification task.
Client side encryption can be part of this complete breakfast. Also Lua.