Repository Index

Learn AI Engineering! Learn it. Build it. Ship it for others.

• agents
• ai
• ai-agents
• ai-engineering

🧑‍🏫 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, ... 🧠

• deep-learning
• deep-learning-tutorial
• pytorch
• gan

100-Days-Of-ML-Code中文版

• machine-learning
• python
• 100-days-of-ml-code
• chinese-simplified

Best Practices on Recommendation Systems

• machine-learning
• recommender
• ranking
• deep-learning

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

• transferlearning
• domain-adaptation
• transfer-learning
• survey

机器学习相关教程

• machine-learning
• neural-network
• tensorflow
• python

An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

• neural-network
• image-classification
• machine-learning
• caffe

:earth_americas: Simple and ready-to-use tutorials for TensorFlow

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

Python package for stacking (machine learning technique)

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

🎆 A visualization of the CapsNet layers to better understand how it works

• capsule-network
• tensorflow
• python
• hinton