Stars
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
The microblogging application developed in my Flask Mega-Tutorial series. This version maps to the 2024 Edition of the tutorial.
Finite difference solution of 2D Poisson equation. Can handle Dirichlet, Neumann and mixed boundary conditions.
The Advanced Proximal Optimization Toolbox
Quadratic programming solvers in Python with a unified API
The course text for MIT 6.832 (and 6.832x on edX)
Electrostatic field line and equipotential contour diagrams
A fast and flexible implementation of Rigid Body Dynamics algorithms and their analytical derivatives
Code for FLEX, a fast, adaptive and flexible model-based reinforcement learning exploration algorithm.
A real pokedex created with Angular to learn the basics. Used PokeAPI for fetching data.
Online active identification algorithm for linear dynamical systems.
Deep learning dynamics from a physical principle
A beautiful, simple, clean, and responsive Jekyll theme for academics
Expressive Power of Invariant and Equivariant Graph Neural Networks (ICLR 2021)
A differentiable programming approach for optimal design of system identification.
Our attempt for the Kaggle kernel methods challenge https://www.kaggle.com/c/machine-learning-with-kernel-methods-2021/
Software that can generate photos from paintings, turn horses into zebras, perform style transfer, and more.
Fast and Easy Infinite Neural Networks in Python
A NumPy implementation of Lee et al., Deep Neural Networks as Gaussian Processes, 2018
A C program that uses the gmp library to compute the Pohlig-Hellman reduction and solve a discrete logarithm instance
Optimal deep texture generation and style transfer based on Eric Risser's paper
Public repo for course material on Bayesian machine learning at ENS Paris-Saclay and Univ Lille
a logo detector based on a yolov3 keras implementation
Image-to-Image Translation in PyTorch
Exact methods for simulating fractional Brownian motion and fractional Gaussian noise in python