JuliaDynamics / NonlinearDynamicsComplexSystemsCourse
Material for a full course on applied nonlinear dynamics, nonlinear timeseries analysis, and complex systems, in Julia
☆60Updated 7 months ago
Alternatives and similar repositories for NonlinearDynamicsComplexSystemsCourse:
Users that are interested in NonlinearDynamicsComplexSystemsCourse are comparing it to the libraries listed below
- ☆82Updated 5 months ago
- Latent Differential Equations models in Julia.☆38Updated 2 years ago
- A Julia package to construct orthogonal polynomials, their quadrature rules, and use it with polynomial chaos expansions.☆120Updated 5 months ago
- Visualization for Flux.Chain neural networks☆64Updated 4 months ago
- Julia package for simulating Dynamics on Networks☆137Updated this week
- A collection of Jupyter notebooks with simple examples on how to use Makie☆38Updated 3 years ago
- A julia implementation of the CMA Evolution Strategy for derivative-free optimization of potentially non-linear, non-convex or noisy func…☆31Updated 2 years ago
- A Julia package for generating timeseries surrogates☆51Updated 4 months ago
- Bayesian optimization for Julia☆92Updated 7 months ago
- Fast and automatic structural identifiability software for ODE systems☆113Updated this week
- A package for performing Singular Spectrum Analysis (SSA) and time-series decomposition☆65Updated last year
- Fast uncertainty quantification for scientific machine learning (SciML) and differential equations☆66Updated this week
- ☆19Updated last year
- ☆72Updated 2 years ago
- A statistical toolbox for diffusion processes and stochastic differential equations. Named after the Brownian Bridge.☆112Updated 3 years ago
- High level functions for analyzing the output of simulations☆81Updated 2 months ago
- Simple particle filter implementation in Julia - works with POMDPs.jl models or others.☆47Updated this week
- Julia for HPC Course @ UCL ARC☆84Updated last year
- Robust, Fast, and Parallel Global Sensitivity Analysis (GSA) in Julia☆54Updated this week
- A Julia package for Deep Backwards Stochastic Differential Equation (Deep BSDE) and Feynman-Kac methods to solve high-dimensional PDEs wi…☆79Updated 2 months ago
- Delay coordinates embeddings and optimizing them☆29Updated 4 months ago
- Delay differential equation (DDE) solvers in Julia for the SciML scientific machine learning ecosystem. Covers neutral and retarded delay…☆58Updated 2 months ago
- Foundational tooling for handling collections of parameters in models☆73Updated last year
- Implementation of variational Bayes inference algorithms☆90Updated last week
- Estimators for probabilities, entropies, and other complexity measures derived from data in the context of nonlinear dynamics and complex…☆65Updated 3 months ago
- Repository for B0M36SPJ☆85Updated 3 months ago
- CellMLToolkit.jl is a Julia library that connects CellML models to the Scientific Julia ecosystem.☆63Updated last week
- Flexible filtering and smoothing in Julia☆75Updated last year
- learning state-space targets in dynamical systems☆27Updated 9 months ago
- A Julia package for simulation, inference and learning of Hidden Markov Models.☆102Updated 3 months ago