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Search results for python ordinary differential equations
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22 search results found
Mpmath
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904
Python library for arbitrary-precision floating-point arithmetic
Scimltutorials.jl
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698
Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.
Diffeqpy
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456
Solving differential equations in Python using DifferentialEquations.jl and the SciML Scientific Machine Learning organization
P4pdes
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169
C and Python examples from my book on using PETSc and Firedrake to solve PDEs
Tfdiffeq
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118
Tensorflow implementation of Ordinary Differential Equation Solvers with full GPU support
Pyodesys
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84
โซ Straightforward numerical integration of systems of ordinary differential equations
Fasterneuraldiffeq
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52
Code for "'Hey, that's not an ODE:' Faster ODE Adjoints via Seminorms" (ICML 2021)
Deep_learning_for_dynamical_systems
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31
Pysdc
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28
pySDC is a Python implementation of the spectral deferred correction (SDC) approach and its flavors, esp. the multilevel extension MLSDC and PFASST.
Neural Ode Metasolver
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24
Supplementary code for the paper "Meta-Solver for Neural Ordinary Differential Equations" https://arxiv.org/abs/2103.08561
Biomass
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23
A Python Framework for Modeling and Analysis of Signaling Systems
Pyodeint
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17
Python wrapper around odeint (from the boost C++ library)
Nmisp
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10
Numerical Methods in SciPy
Desolver
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10
A Python library for solving Initial Value Problems using various numerical integration methods.
Anti Symmetricdgn
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10
Official code repository for the papers "Anti-Symmetric DGN: a stable architecture for Deep Graph Networks" accepted at ICLR 2023; "Non-Dissipative Propagation by Anti-Symmetric Deep Graph Networks"; and "Non-Dissipative Propagation by Randomized Anti-Symmetric Deep Graph Networks"
Hundun
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10
๐ฆ hundun is a python library for the exploration of chaos.
Pysodm
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8
Simulating and Optimising Dynamical Models in Python 3
Neural Ode Norm
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8
Models and code for the ICLR 2020 workshop paper "Towards Understanding Normalization in Neural ODEs"
Pydgq
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7
ODE system solver using dG(q), time-discontinuous Galerkin with Lobatto basis.
Diffeqzoo
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7
A zoo of implementations of differential equation problems in NumPy and JAX. Oscillators, chemical reactions, n-body problems, epidemiological models, IVPs, BVPs, and more.
Adv Optimization Physics Py
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6
๐๐ฉ ๐ป๐๐บ๐ฒ๐ฟ๐ถ๐ฐ๐ฎ๐น ๐บ๐ฒ๐๐ต๐ผ๐ฑ๐ ๐ณ๐ผ๐ฟ ๐ฝ๐ต๐๐๐ถ๐ฐ๐: ๐ฑ๐ถ๐ณ๐ณ๐ฒ๐ฟ๐ฒ๐ป๐๐ถ๐ฎ๐๐ถ๐ผ๐ป, ๐ผ๐ฟ๐ฑ๐ถ๐ป๐ฎ๐ฟ๐, ๐ฎ๐ฑ๐๐ฒ๐ฐ๐๐ถ๐ผ๐ป ๐ฎ๐ป๐ฑ ๐ต๐๐ฝ๐ฒ๐ฟ๐ฏ๐ผ๐น๐ถ๐ฐ ๐ฝ๐ฎ๐ฟ๐๐ถ๐ฎ๐น ๐ฑ๐ถ๐ณ๐ณ๐ฒ๐ฟ๐ฒ๐ป๐๐ถ๐ฎ๐น ๐ฒ๐พ๐
Sbml2julia
โญย
5
A tool to for optimizing parameters of ordinary differential equation (ODE) models. SBML2Julia translates a model from SBML/PEtab format into Julia for Mathematical Programming (JuMP), performs the optimization task and returns the results.
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