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google-research
torchsde

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

2.5M 2K 222
patrick-kidger
diffrax

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

180K 2K 178
patrick-kidger
torchcde

Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-efficient adjoint backpropagation.

67K 482 50
zwicker-group
py-pde

Python package for solving partial differential equations using finite differences.

16K 456 62
pygpc-polynomial-chaos
pygpc

A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method

8K 85 28
scikit-learn-contrib
fastcan

A fast canonical-correlation-based search algorithm for feature selection, system identification, data pruning, etc.

7K 23 5
MattWillFlood
entropyhub

An open-source toolkit for entropic data analysis.

7K 179 24
pathsim
pathsim

A Python native dynamical system simulation framework in the block diagram paradigm.

5K 364 38
aristoteleo
dynamo-release

Mapping Vector Field of Single Cells

4K 490 60
petercorke
bdsim

Simulate dynamic systems expressed in block diagram form using Python

2K 251 38
scDiffEq
scdiffeq

Learn single-cell dynamics using neural differential equations

2K 68 13
samholt
torchlaplace

Neural Laplace: Differentiable Laplace Reconstructions for modelling any time observation with O(1) complexity.

2K 82 12
pnnl
neuromancer

Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.

2K 1K 172
wilsonrljr
sysidentpy

A Python Package For System Identification Using NARMAX Models

2K 497 98
biomass-dev
biomass

A Python Framework for Modeling and Analysis of Signaling Systems

1K 29 13
operator-inference
opinf

Operator Inference for data-driven model reduction of dynamical systems.

1K 82 36
wbendinelli
dlvt

Dynamic Leadership Vitality Theory: A dynamical systems model of executive sustainability

1K 0 0
decargroup
pykoop

Koopman operator identification library in Python, compatible with `scikit-learn`

1K 105 12
GalacticDynamics
diffraxtra

Extras for Diffrax: OOP and vectorization

1K 6 3
iamgadmarconi
hiten

A computational toolkit for the Circular Restricted Three-Body Problem

1K 12 1
physioblocks
physioblocks

Simulation of dynamical models of physiological systems

818 2 1
EQuS
jaxquantum

jax for quantum simulations

648 60 11
naveoo
moirai-sim

A universal orchestrator for dynamic modular simulations.

644 1 0
Pressio
pressio4py

Python bindings to pressio

586 10 0
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