DaDRA (day-druh) is a Python library for Data-Driven Reachability Analysis. The main goal of the package is to accelerate the process of computing estimates of forward reachable sets for nonlinear dy

Mathematical modeling is a powerful method for the analysis of complex biological systems. Although there are many researches devoted on produ

pykoop pykoop is a Koopman operator identification library written in Python. It allows the user to specify Koopman lifting functions and regressors i

On the adaptation of recurrent neural networks for system identification This repository contains the Python code to reproduce the results of the pape

Attractors A small module that provides functions and classes for very efficient simulation and rendering of iterated function systems; dynamical syst

PyTorch Implementation of Differentiable SDE Solvers This library provides stochastic differential equation (SDE) solvers with GPU support and efficie

Diffrax Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. Diffrax is a JAX-based library providing numerical differe

autolfads-tf2 A TensorFlow 2.0 implementation of LFADS and AutoLFADS. Installati

Long Expressive Memory for Sequence Modeling This repository contains the implementation to reproduce the numerical experiments of the paper Long Expr

SysIdentPy is a Python module for System Identification using NARMAX models built on top of numpy and is distributed under the 3-Clause BSD license. N