CS-He's repositories
torchKRnet
This is an unofficial implementation of the KRnet with Pytorch, which Tensorflow originally implemented.
amortized-optimization-tutorial
Tutorial on amortized optimization for learning to optimize over continuous domains
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
awesome-fluid-dynamics
A curated list of repositories related to fluid dynamics.
awesome-graph-pde
This is a collection of resources about partial differential equations, deep learning, graph neural networks, dynamic system simulation.
awesome-phd-advice
Collection of advice for prospective and current PhD students
book-cpp-algorithms
The Standard Algorithms in C++.
CMU-ECE-CS-Guide
How to survive CMU as an ECE/CS major
diffusion-models-class
Materials for the Hugging Face Diffusion Models Course
generative-ai-for-beginners
18 Lessons, Get Started Building with Generative AI 🔗 https://microsoft.github.io/generative-ai-for-beginners/
hydro_examples
Simple one-dimensional examples of various hydrodynamics techniques
optimal-control-exercises
Exercise solutions for Daniel Liberzon's "Calculus of Variations and Optimal Control Theory: A Concise Introduction" book and other optimal control problems
vi-hds
Variational inference for hierarchical dynamical systems