Repository Index

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.

• infra
• llm
• sglang
• cuda

A practical hardware and software setup for a compact RL-powered biped robot.

Application of asyncio to hardware interfaces. Tutorial and code.

• micropython
• asyncio
• embedded

Python package for stacking (machine learning technique)

• stacking
• stacked-generalization
• explain-stacking
• stacking-tutorial

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

• capsule-network
• tensorflow
• python
• hinton

零基础入门大模型（LLM）的基础教程：从零手写 GPT-2，一行行看懂大模型是怎么工作的 | Build GPT-2 from scratch in PyTorch, step by step

• attention
• chinese
• deep-learning
• from-scratch

A Simple Example for Imitation Learning with Dataset Aggregation (DAGGER) on Torcs Env

• tensorlayer
• dagger
• gym-torcs
• imitation-learning

Tutorial at PyCon2012

A website to teach Wagtail CMS to content editors, moderators and administrators.

• django
• tutorials
• wagtail
• hacktoberfest

Spatial Transformer Nets in TensorFlow/ TensorLayer

• tensorlayer
• tensorflow
• cnn
• deep-learning

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.