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Search results for differential equations dynamical systems
differential-equations
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23 search results found
Differentialequations.jl
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2,689
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.
Torchsde
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1,357
Differentiable SDE solvers with GPU support and efficient sensitivity analysis.
Diffrax
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1,131
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
Brainpy
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438
Brain Dynamics Programming in Python
Torchcde
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361
Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.
Neuralcde
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352
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)
Componentarrays.jl
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258
Arrays with arbitrarily nested named components.
Easy Neural Ode
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186
Code for the paper "Learning Differential Equations that are Easy to Solve"
Reachabilityanalysis.jl
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184
Compute reachable states of dynamical systems
Pomp
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103
R package for statistical inference using partially observed Markov processes
Pyrates
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68
Open-source, graph-based Python code generator and analysis toolbox for dynamical systems (pre-implemented and custom models). Most pre-implemented models belong to the family of neural population models.
Keymaerax Release
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65
KeYmaera X: An aXiomatic Tactical Theorem Prover for Hybrid Systems (release)
Fasterneuraldiffeq
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52
Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)
Neurallaplace
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48
Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.
Latentdiffeq.jl
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33
Latent Differential Equations models in Julia.
Pydiffgame
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29
PyDiffGame is a Python implementation of a Nash Equilibrium solution to Differential Games, based on a reduction of Game Hamilton-Bellman-Jacobi (GHJB) equations to Game Algebraic and Differential Riccati equations, associated with Multi-Objective Dynamical Control Systems
Simulationlogs.jl
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19
Signal logging and scoping for DifferentialEquations.jl simulations.
Algebraicagents.jl
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17
A lightweight framework to enable hierarchical, heterogeneous dynamical systems co-integration. Batteries included!
Flightsims.jl
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14
A general purpose numerical simulator supporting nested dynamical systems and a convenient macro-based data logger.
Pycobi
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14
Python package for automated bifurcation analysis and parameter continuations, based on Auto-07p.
Phaser
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10
Development version of phaseR, an R package for phase plane analysis of one- and two-dimensional autonomous ODE systems
Ode Test Problems
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9
A MATLAB suite of initial value problems
Episimulator
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6
EpiSimulator: A Data-Driven Stochastic Hybrid Model for COVID-19 in Italy.
Differentiable_t1d
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5
Differentiable simulators for Type 1 Diabetes research in Jax and PyTorch
Related Searches
Python Differential Equations (88)
Julia Differential Equations (86)
Python Dynamical Systems (76)
Differential Equations Scientific Machine Learning (69)
Differential Equations Sciml (63)
Differential Equations Ode (63)
1-23 of 23 search results
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