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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, ... 🧠
100 Days of ML Coding
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
🎮 A step-by-step guide to implementing SSAO, depth of field, lighting, normal mapping, and more for your 3D game.
Architecture decision record (ADR) examples for software planning, IT leadership, and template documentation
llama3 implementation one matrix multiplication at a time
TranslatedChinese tutorial on reinforcement learning (Mushroom Book 🍄), read online at: https://datawhalechina.github.io/easy-rl/
Community guide to using YubiKey for GnuPG and SSH - protect secrets with hardware crypto.
An educational resource to help anyone learn deep reinforcement learning.
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
TensorFlow Tutorials with YouTube Videos
In this noteboook I will create a complete process for predicting stock price movements. Follow along and we will achieve some pretty good results. For that purpose we will use a Generative Adversarial Network (GAN) with LSTM, a type of Recurrent Neural Network, as generator, and a Convolutional Neural Network, CNN, as a discriminator. We use LSTM for the obvious reason that we are trying to predict time series data. Why we use GAN and specifically CNN as a discriminator? That is a good question: there are special sections on that later.
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
Quantitative analysis, strategies and backtests
Implementing a Neural Network from Scratch
Recurrent Neural Network Tutorial, Part 2 - Implementing a RNN in Python and Theano
TranslatedIntegrate UU Remote's remote control capabilities into your App — documentation of the URL Scheme protocol for device binding and initiating remote control, covering full-screen and picture-in-picture modes, with iOS / Android sample code and complete error codes.
Everything you need to know about Shadow DOM
All about HTML Custom Elements
Vert.x Blueprint Project - A reactive todo-backend implementation using Vert.x and various persistence
How to build an analytics agent that gets your business numbers right: metrics from your analysts' SQL, a golden set of real questions, improvement loops
Suricata Extreme Performance Tuning guide - Mark II
Reference tutorial app for React on Rails with SSR, Fast Refresh HMR, and Shakapacker/Webpack.
Ada Bare Bones OS development tutorial source code