Repository Index

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

• deep-learning
• mit
• self-driving-cars
• deep-reinforcement-learning

A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.

• computer-vision
• deep-learning
• deep-neural-networks
• image-classification

TranslatedSimple Reinforcement learning tutorials, 莫烦Python (Mofan Python, "don't be annoyed Python") Chinese AI teaching

• reinforcement-learning
• tutorial
• q-learning
• sarsa

TensorFlow Tutorials with YouTube Videos

• tensorflow
• deep-learning
• machine-learning
• reinforcement-learning

Hello AI World guide to deploying deep-learning inference networks and deep vision primitives with TensorRT and NVIDIA Jetson.

• deep-learning
• inference
• computer-vision
• embedded

A repository for learning various heap exploitation techniques.

A collection of machine learning examples and tutorials.

• deep-learning
• machine-learning
• reinforcement-learning
• python

My blogs and code for machine learning. http://cnblogs.com/pinard

• machinelearning
• algorithms
• scikit-learn
• reinforcementlearning

TranslatedPython implementations of machine learning algorithms

TranslatedLearn Python by writing code

• python-requests
• python-flask
• learning-python
• python

TensorFlow tutorials and best practices.

• tensorflow
• neural-network
• deep-learning
• machine-learning

A resource for learning about Machine learning & Deep Learning

• pytorch
• pytorch-implementation
• pytorch-tutorial
• pytorch-gan

TranslatedBuild your neural network easy and fast, 莫烦Python (Morvan Python) Chinese teaching

• neural-network
• python
• pytorch-tutorial
• batch-normalization

22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.

• ai
• prompt-engineering
• tutorials
• llms

A very simple toon lit shader example, for you to learn writing custom lit shader in Unity URP

• outline
• character
• urp
• shader

TranslatedLarge language model knowledge sharing that everyone can understand, a must-read before LLM spring/autumn recruitment interviews, so you can talk confidently with interviewers

• llm
• interview-questions
• interview-practice
• agent

Repo to learn Docker with examples. Contributions are most welcome.

TranslatedSpring Cloud basic tutorial, continuously being serialized and updated

• spring-cloud
• spring-boot
• nacos
• sentinel

Let's learn a new technology every week. A new technology blog every Sunday in 2016.

• learning
• tutorial
• blog
• awesome

The most impressive websites in the world use 3D graphics and animations to bring their content to life. Learn how to build your own ThreeJS 3D Developer Portfolio today!

• 3d
• reactjs
• threejs

A kickstarter guide to writing ES6

• es6
• es2015
• javascript
• guide

TranslatedAI in Practice - practicalAI, Chinese version

• machine-learning
• jupyter-notebook
• pytorch
• google-colab-notebook

TranslatedLatest 2024 hands-on microservices tutorial, with a comprehensive analysis of Spring Cloud components, microservices project practice, and Kubernetes containerized deployment. Tech stack: Spring Cloud Alibaba + Spring Boot 3.2 + JDK 17.

• springcloud
• springboot
• java

Jupyter notebooks for teaching/learning Python 3

• teaching-materials
• python3
• jupyter-notebook
• learning-python