All Projects → SciML → DiffEqParamEstim.jl

SciML / DiffEqParamEstim.jl

Licence: other
Easy scientific machine learning (SciML) parameter estimation with pre-built loss functions

Programming Languages

julia
2034 projects

Projects that are alternatives of or similar to DiffEqParamEstim.jl

MultiScaleArrays.jl
A framework for developing multi-scale arrays for use in scientific machine learning (SciML) simulations
Stars: ✭ 63 (+75%)
Mutual labels:  ode, dde, differential-equations, differentialequations, sde, dae, neural-ode, scientific-ai
diffeqr
Solving differential equations in R using DifferentialEquations.jl and the SciML Scientific Machine Learning ecosystem
Stars: ✭ 118 (+227.78%)
Mutual labels:  ode, dde, differential-equations, ordinary-differential-equations, sde, dae, stochastic-differential-equations, differential-algebraic-equations
Differentialequations.jl
Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components
Stars: ✭ 2,023 (+5519.44%)
Mutual labels:  ode, dde, differential-equations, differentialequations, sde, dae, stochastic-differential-equations, differential-algebraic-equations
DiffEqGPU.jl
GPU-acceleration routines for DifferentialEquations.jl and the broader SciML scientific machine learning ecosystem
Stars: ✭ 131 (+263.89%)
Mutual labels:  ode, dde, differential-equations, differentialequations, sde, dae, neural-ode
SciMLBenchmarks.jl
Benchmarks for scientific machine learning (SciML) software and differential equation solvers
Stars: ✭ 195 (+441.67%)
Mutual labels:  ode, dde, differential-equations, differentialequations, sde, dae, neural-ode
sciml.ai
The SciML Scientific Machine Learning Software Organization Website
Stars: ✭ 38 (+5.56%)
Mutual labels:  ode, dde, differential-equations, sde, dae, neural-ode
Sundials.jl
Julia interface to Sundials, including a nonlinear solver (KINSOL), ODE's (CVODE and ARKODE), and DAE's (IDA) in a SciML scientific machine learning enabled manner
Stars: ✭ 167 (+363.89%)
Mutual labels:  ode, differential-equations, ordinary-differential-equations, differentialequations, dae, differential-algebraic-equations
DiffEqCallbacks.jl
A library of useful callbacks for hybrid scientific machine learning (SciML) with augmented differential equation solvers
Stars: ✭ 43 (+19.44%)
Mutual labels:  ode, dde, differential-equations, sde, dae, neural-ode
DiffEqSensitivity.jl
A component of the DiffEq ecosystem for enabling sensitivity analysis for scientific machine learning (SciML). Optimize-then-discretize, discretize-then-optimize, and more for ODEs, SDEs, DDEs, DAEs, etc.
Stars: ✭ 186 (+416.67%)
Mutual labels:  ode, dde, differentialequations, sde, dae, neural-ode
DiffEqDevTools.jl
Benchmarking, testing, and development tools for differential equations and scientific machine learning (SciML)
Stars: ✭ 37 (+2.78%)
Mutual labels:  ode, dde, differential-equations, sde, dae
DiffEqPhysics.jl
A library for building differential equations arising from physical problems for physics-informed and scientific machine learning (SciML)
Stars: ✭ 46 (+27.78%)
Mutual labels:  ode, differential-equations, ordinary-differential-equations, differentialequations
BoundaryValueDiffEq.jl
Boundary value problem (BVP) solvers for scientific machine learning (SciML)
Stars: ✭ 23 (-36.11%)
Mutual labels:  differential-equations, differentialequations, neural-ode
GlobalSensitivity.jl
Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia
Stars: ✭ 30 (-16.67%)
Mutual labels:  ode, differential-equations, ordinary-differential-equations
DiffEqUncertainty.jl
Fast uncertainty quantification for scientific machine learning (SciML) and differential equations
Stars: ✭ 61 (+69.44%)
Mutual labels:  ode, differential-equations, differentialequations
dae-cpp
A simple but powerful C++ DAE (Differential Algebraic Equation) solver
Stars: ✭ 33 (-8.33%)
Mutual labels:  ode, differential-equations, dae
AMICI
Advanced Multilanguage Interface to CVODES and IDAS
Stars: ✭ 80 (+122.22%)
Mutual labels:  ode, parameter-estimation, differentialequations
odex-js
Bulirsch-Stoer integration of systems of ordinary differential equations in JavaScript
Stars: ✭ 52 (+44.44%)
Mutual labels:  ode, differential-equations
FOODIE
Fortran Object-Oriented Differential-equations Integration Environment, FOODIE
Stars: ✭ 109 (+202.78%)
Mutual labels:  ode, differential-equations
SDETools
Matlab Toolbox for the Numerical Solution of Stochastic Differential Equations
Stars: ✭ 80 (+122.22%)
Mutual labels:  sde, stochastic-differential-equations
CellMLToolkit.jl
CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.
Stars: ✭ 50 (+38.89%)
Mutual labels:  ode, differential-equations

DiffEqParamEstim.jl

Build Status Stable Dev

DiffEqParamEstim.jl is a component package in the DifferentialEquations ecosystem. It holds the parameter estimation tools. While completely independent and usable on its own, users interested in using this functionality should check out DifferentialEquations.jl.

Tutorials and Documentation

For information on using the package, see the stable documentation. Use the in-development documentation for the version of the documentation, which contains the unreleased features.

Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].