Top 21 dynamical-system Open-Source Projects

• DifferentialEquations.jl

  6 2,756 7.2 Julia

  Multi-language suite for high-performance solvers of differential equations and scientific machine learning (SciML) components. Ordinary differential equations (ODEs), stochastic differential equations (SDEs), delay differential equations (DDEs), differential-algebraic equations (DAEs), and more in Julia.

  

• torchsde

  5 1,473 4.8 Python

  Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

  

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• pysindy

  5 1,293 9.3 Python

  A package for the sparse identification of nonlinear dynamical systems from data

  

Project mention: Sam Altman's ouster was precipitated by letter to board about AI breakthrough | news.ycombinator.com | 2023-11-22

• torchdyn

  1 1,277 5.2 Jupyter Notebook

  A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

  

• diffrax

  21 1,237 8.2 Python

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

Project mention: Ask HN: What side projects landed you a job? | news.ycombinator.com | 2023-12-03

• DSGE.jl

  3 842 2.4 Julia

  Solve and estimate Dynamic Stochastic General Equilibrium models (including the New York Fed DSGE)

  

Project mention: Jdf.jl – Julia DataFrames serialization format | news.ycombinator.com | 2023-07-15

• NeuralCDE

  1 581 0.0 Python

  Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

• SaaSHub

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• ControlSystems.jl

  2 489 8.6 Julia

  A Control Systems Toolbox for Julia

  

• dynamo-release

  2 402 9.6 Python

  Inclusive model of expression dynamics with conventional or metabolic labeling based scRNA-seq / multiomics, vector field reconstruction and differential geometry analyses

  

• sysidentpy

  7 312 7.8 Python

  A Python Package For System Identification Using NARMAX Models

Project mention: Contribuição em biblioteca open source | /r/brdev | 2023-05-12

Link para o site da documentação: SysIdentPy - SysIdentPy

• ComponentArrays.jl

  1 276 7.0 Julia

  Arrays with arbitrarily nested named components.

• quad

  3 116 5.6 Rust

  Firmware, hardware and documentation for my autonomous quad copter project (by peterkrull)

• auto-07p

  2 113 7.8 Fortran

  AUTO is a publicly available software for continuation and bifurcation problems in ordinary differential equations originally written in 1980 and widely used in the dynamical systems community.

  

Project mention: auto-07p VS BifurcationKit.jl - a user suggested alternative | libhunt.com/r/auto-07p | 2024-02-11

• Causal.jl

  2 109 0.0 Julia

  Causal.jl - A modeling and simulation framework adopting causal modeling approach.

• RigidBodySim.jl

  0 68 0.0 Jupyter Notebook

  Simulation and visualization of articulated rigid body systems in Julia

  

• DataDrivenDynSyst

  1 62 5.3 Jupyter Notebook

  Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems

• Stochastic-Processes

  1 30 6.4 Python

  My book: Gentle Introduction to Chaotic Dynamical Systems. Includes stochastic dynamical systems and statistical properties of numeration systems in any dimension.

• rust-agent-based-models

  1 25 0.0 Rust

  Reliable and efficient agent-based models in Rust

• Zymplectic-Project

  1 13 4.8

  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

• egsis

  3 9 6.8 Jupyter Notebook

  EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation

Project mention: [P] EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation | /r/MachineLearning | 2023-11-27

• Poincare-Maps

  1 4 0.0 MATLAB

  MATLAB files for discovery of Poincaré maps

• SaaSHub

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dynamical-systems related posts

• auto-07p VS BifurcationKit.jl - a user suggested alternative

  2 projects | 11 Feb 2024

• [P] EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation

  1 project | /r/MachineLearning | 27 Nov 2023

• [P] EGSIS: Exploratory Graph-based Semi-supervised Image Segmentation

  1 project | /r/MachineLearning | 27 Nov 2023

• Sam Altman's ouster was precipitated by letter to board about AI breakthrough

  3 projects | news.ycombinator.com | 22 Nov 2023

• Ask HN: Why don't datacenters have passive rooflines like Net Zero homes?

  5 projects | news.ycombinator.com | 21 Sep 2023

• What is the status of libraries in julia for control systems analysis and design?

  1 project | /r/Julia | 17 Nov 2022

• Google Research • Differentiable SDE solvers with GPU support and efficient sensitivity analysis in PyTorch. For stochastic differential equations in your deep learning models

  1 project | /r/machinelearningnews | 22 Oct 2022
• A note from our sponsor - SaaSHub
  www.saashub.com | 3 May 2024

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