Block diagram editor and real time code generator for Python
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Updated
May 24, 2024 - C
Block diagram editor and real time code generator for Python
EEG prediction using Chaos Theory, Dynamical Systems Theory, and neural networks
A multi-body simulation software
Library for computer-assisted proofs in dynamical systems
Award winning software library for nonlinear dynamics and nonlinear timeseries analysis
For doing multidimensional recurrent quantification analysis(MdRQA) and sliding window version of it
Galactic and Gravitational Dynamics in Python (+ GPU and autodiff)
Operator Inference for data-driven, non-intrusive model reduction of dynamical systems.
Tensor Train Toolbox
Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/
Particle Gibbs-based optimal control with performance guarantees for unknown systems with latent states
Package for the data-driven representation of non-linear dynamics over manifolds based on a statistical distribution of local phase portrait features. Includes specific example on dynamical systems, synthetic- and real neural datasets. https://agosztolai.github.io/MARBLE/
Python package for solving partial differential equations using finite differences.
This is a working repository. Do not expect any clean codes.
Inclusive model of expression dynamics with conventional or metabolic labeling based scRNA-seq / multiomics, vector field reconstruction and differential geometry analyses
Pytorch-based framework for solving parametric constrained optimization problems, physics-informed system identification, and parametric model predictive control.
R package for statistical inference using partially observed Markov processes
An open-source toolkit for entropic data analysis.
A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method
Simulation and visualization of dynamic systems.
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