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dynamical-systems
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155 search results found
Mcopt
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13
McOpt is an algorithm that can efficiently solve multicommodity routing problems on networks
Mathpad
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13
Type-hinted, simplified interface to `sympy` for solving engineering, science and maths problems.
Radiipolynomial.jl
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13
Library for computer-assisted proofs in dynamical systems
Zymplectic Project
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12
Symplectic integration of Hamiltonian systems. Zymplectic is a pre-compiled GUI and engine with 2D/3D-graphics bundled with more than 70 example dynamical systems in cpp format
Cortix
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11
Cortix is a Python library for network dynamics modeling and HPC simulation.
Moesp And N4sid
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11
Subspace methods for MIMO system identification
Pde Vae Pytorch
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11
PDE-VAE: Variational Autoencoder for Extracting Interpretable Physical Parameters from Spatiotemporal Systems using Unsupervised Learning
Bstab
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11
Open-source software for computing the basin stability of multi-stable dynamical systems
Complexity Resources
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11
Complex Systems, Complexity, Chaos, Emergence, Network Theory, Nonlinear, Graph theory
Hundun
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10
🦋 hundun is a python library for the exploration of chaos.
Coda
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10
Generalizing to New Physical Systems via Context-Informed Dynamics Model
Reflexer Digital Twin
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10
Toolkit based on cadCAD for performing automated routine tests and future predictions for a GEB deployment
Phaser
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10
Development version of phaseR, an R package for phase plane analysis of one- and two-dimensional autonomous ODE systems
Pseudo Hamiltonian Neural Networks
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10
The package phlearn for modelling pseudo-Hamiltonian systems by pseudo-Hamiltonian neural networks (PHNN), for ODEs and PDEs
Sde
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10
Numerical experiments with stochastic differential equations in Haskell
Nmor
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9
Deep learning framework for model reduction of dynamical systems
Dynamics In Neuro Reading List
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9
This reading list is centered around the practical application of linear dynamical systems models to predict neural data
Timeseries Rnn
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9
Time-series forecasting with 1D Conv model, RNN (LSTM) model and Transformer model. Comparison of long-term and short-term forecasts using synthetic timeseries. Sequence-to-sequence formulation.
Lti Freq Domain Toolbox
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9
A library for studying LTI dynamical systems
Ode Test Problems
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9
A MATLAB suite of initial value problems
Eeg Chaos Kuramoto Neural Net
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8
EEG prediction using Chaos Theory, Dynamical Systems Theory, and neural networks
Pyed
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8
Computes trajectories for evolutionary dynamics.
Chaoticdynamicalsystemlibrary.jl
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8
A collection of chaotic ODEs.
Shctools
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8
Matlab Toolbox for Simulation, Analysis, and Design of Stable Heteroclinic Channel Networks
Barc
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8
Contains the code for "BaRC: Backward Reachability Curriculum for Robotic Reinforcement Learning" by Boris Ivanovic, James Harrison, Apoorva Sharma, Mo Chen, Marco Pavone.
Sesods_lib
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8
Learning second order dynamical system
Dynamite
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8
dynamics, age and metallicity indicators tracing evolution
Egsis
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8
EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation
Deterministicparticleflowcontrol
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8
Repository for Deterministic Particle Flow Control framework
Dynamical Systems With Applications Using Matlab
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8
Source code for 'Dynamical Systems with Applications using MATLAB®, 2ed' by Stephen Lynch http://www.springer.com/book/9783319068190
Csaf
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8
Control Systems Analysis Framework - a framework to minimize the effort required to evaluate, implement, and verify controller design (classical and learning enabled) with respect to the system dynamics.
Sss
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8
sss - Sparse State-Space and System Analysis Toolbox
Gaio.jl
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8
A Julia package for set oriented computations.
Rigorousinvariantmeasures.jl
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7
Package for the Rigorous Computation of Invariant Measures
Dsmodels
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7
The dsmodels domain-specific-language for visualizing dynamical systems in R.
Fractionalsystems.jl
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7
Fractional order systems toolbox in Julia.
Pressio4py
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6
Python bindings to pressio
Arni
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6
Algorithm for Revealing Network Interactions (ARNI) from nonlinear collective dynamics
N Stark
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6
N-STARK is an algorithm that can efficiently solve routing problems with time-dependent loads on networks
Pfaces Omegathreads
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6
OmegaThreads constructs automatically correct-bu-construction controllers for dynamical systems to satisfy Omega-regular specifications given as discrete parity automata (DPA) or linear temporal logic (LTL) formulae. It constructs a symbolic model of the system and combine it with the specification into a parity game. Winning the parity game results into a closed-loop controller that enforces the specification on the system. The controller is generated as a Mealy machine. A Python interface and
Memoryefficientstablelds
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6
Codebase associated with paper "Memory-Efficient Learning of Stable Linear Dynamical Systems for Prediction and Control"
Compro_project
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6
Fully Functional Point of Sale (POS) CLI system with sales, predictive and analytics tool. Written in pure C language
Latex Systemdynamics
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6
A Latex package for drawing SD diagrams using tikz
Gravity
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6
Python OpenCL numerical simulation
Episimulator
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6
EpiSimulator: A Data-Driven Stochastic Hybrid Model for COVID-19 in Italy.
Ldds
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5
Python package for computing and visualizing Lagrangian Descriptors in Dynamical Systems
Automationlabs.jl
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5
A powerful, no code solution for control and systems engineering
Awesome Latent Control
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5
A collection of resources regarding the interplay between control, causality, latent structure and self-supervision.
Chem_react_dyn
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5
Book on Chemical Reactions and Dynamical Systems
Controls
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5
Implementation of controls as part of Control Theory course at IIT Kharagpur
Differentiable_t1d
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5
Differentiable simulators for Type 1 Diabetes research in Jax and PyTorch
Rust Agent Based Models
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5
Reliable and efficient agent-based models in Rust
Brot
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5
BROT is a self-adaptation algorithm that trade offs traffic mitigation and shortest path length on transportation networks
Fractal
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5
Analytic combinatorics and dynamical systems
Dynamic Music Player Sl
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5
101-155 of 155 search results
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