A collection of resources regarding the interplay between differential equations, deep learning, dynamical systems, control and numerical methods.
Official development repository for SUNDIALS - a SUite of Nonlinear and DIfferential/ALgebraic equation Solvers. Pull requests are welcome for bug fixes and minor changes.
A Python native dynamical system simulation framework in the block diagram paradigm.
An open-source toolbox for fast sampling of diffusion models. Official implementations of our works published in ICML'24, NeurIPS'24, CVPR'24, J. Stat. Mech'25.
PyDEns is a framework for solving Ordinary and Partial Differential Equations (ODEs & PDEs) using neural networks
Code for the paper "Learning Differential Equations that are Easy to Solve"
C++ library for ODE integration via Taylor's method and LLVM
开源Go语言数值算法库(An open numerical library purely based on Go programming language)
Scientific computing that fits on a microcontroller. Estimation, control, kinematics, Lie groups, calculus, autodiff and linear algebra in stable no_std Rust with no heap, no panics and no unsafe. Run the same code on your laptop and your Cortex-M0.
Physics-first, uncertainty-honest in-silico cell and drug-response simulator (Python). Validated docking/ADMET input layer (Vina, OpenFF, xTB), cell-level PK/PD modules, and a cell/colony engine under construction toward a validated interactive dish.
ODE integration using Taylor's method, and more, in Julia
Self advection, external force and pressure solve to a velocity field represented by a MaC grid.
ODE solver library in Rust
Probabilistic Numerical Differential Equation solvers via Bayesian filtering and smoothing
Python wrapper of LSODA (solving ODEs) which can be called from within numba functions.
Cloud-first free no-fee no-X uniX-like finite-element(ish) computational engineering tool
Fixed and variable-step Runge-Kutta solvers in Modern Fortran
Flexible Inference for Predictive Coding Networks in JAX.
Python library for ODE integration via Taylor's method and LLVM
A collection of numerical methods written in Nim
To associate your repository with the ode-solver topic, visit your repo's landing page and select "manage topics."