Brian is a free, open source simulator for spiking neural networks.
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Updated
Jun 12, 2024 - Python
Brian is a free, open source simulator for spiking neural networks.
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.
🌊 Numerically solving and backpropagating through the wave equation
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
scikit-fmm is a Python extension module which implements the fast marching method.
Physics-Informed Neural networks for Advanced modeling
Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
Numerical methods implementation in Python.
Efficient and Scalable Physics-Informed Deep Learning and Scientific Machine Learning on top of Tensorflow for multi-worker distributed computing
Code for the paper "Learning Differential Equations that are Easy to Solve"
"Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022
This repository contains the source code for “Unscented Kalman filter stochastic nonlinear model predictive control” (UKF-SNMPC).
Animations of random double pendulums
Finite difference solution of 2D Poisson equation. Can handle Dirichlet, Neumann and mixed boundary conditions.
Astus' Mathematical Display Application : A GUI for Mathematics (Calculator, LaTeX Converter, Plotter, ... )
odeintw provides a wrapper of scipy.integrate.odeint that allows it to handle complex and matrix differential equations.
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