Stars
NUS CS5242 Neural Networks and Deep Learning, Xavier Bresson, 2025
From scratch implementation of basic deep learning framework.
A brief computer graphics / rendering course
Convolutional Differential Operators for Physics-based Deep Learning Study
PennyLane is a cross-platform Python library for quantum computing, quantum machine learning, and quantum chemistry. Built by researchers, for research.
FastAD is a C++ implementation of automatic differentiation both forward and reverse mode.
This project serves as an educational tool for understanding basic 3D graphics and transformations.
Kolmogorov Arnold Networks
🎮 A step-by-step guide to implementing SSAO, depth of field, lighting, normal mapping, and more for your 3D game.
Awesome list of software that I use to do research in medical imaging.
Intuitive scientific computing with dimension types for Jax, PyTorch, TensorFlow & NumPy
A differentiable PDE solving framework for machine learning
A Deep Learning based project for colorizing and restoring old images (and video!)
😎 Curated list of awesome software for numerical analysis and scientific computing
A curated list of awesome computer vision resources
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
A numpy implementation of the Transformer model in "Attention is All You Need"
[NeurIPS 2023] AbdomenAtlas 1.0 (5,195 CT volumes + 9 annotated classes)
30 days of Python programming challenge is a step-by-step guide to learn the Python programming language in 30 days. This challenge may take more than100 days, follow your own pace. These videos ma…
ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.
Curated list of project-based tutorials