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Translated[Captcha Recognition - Training] This project is based on CNN/ResNet/DenseNet+GRU/LSTM+CTC/CrossEntropy to realize verification code identification. This project is only for training the model.
Official SGLang x Datawhale course on LLM inference: understand inference, build a mini-sglang from scratch, then read the real SGLang source and land your first PR. Available in English and Chinese.
A practical hardware and software setup for a compact RL-powered biped robot.
Application of asyncio to hardware interfaces. Tutorial and code.
Python package for stacking (machine learning technique)
Language Model GRU with Python and Theano
Deep Learning Resources and Tutorials using Keras and Lasagne
🎆 A visualization of the CapsNet layers to better understand how it works
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
Real-time HFT bot for Polymarket crypto Up/Down markets combining CLOB order books, Chainlink feeds and multi-exchange prices with TWAP and Black-Scholes probability models; paper mode and backtests.
Passive market-making bot for Predict.fun: quotes from live order books, replaces stale orders and cancels on unsafe price/depth; Windows desktop app and web console for Ubuntu servers.
TranslatedBuild GPT-2 from scratch in PyTorch, step by step
A Simple Example for Imitation Learning with Dataset Aggregation (DAGGER) on Torcs Env
Tutorial at PyCon2012
A website to teach Wagtail CMS to content editors, moderators and administrators.
Spatial Transformer Nets in TensorFlow/ TensorLayer
An E2E tutorial to create a video game controller by creating a custom pose classifier using TF Lite.
A Wagtail project starter template – with the solution to Wagtail’s official Your first Wagtail site tutorial.