Data-driven modeling of chaotic systems in the form of SDEs and nonlinear observation maps
☆19Aug 13, 2020Updated 5 years ago
Alternatives and similar repositories for StochasticModelingwData
Users that are interested in StochasticModelingwData are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning dynamical systems from data: Koopman☆18Feb 3, 2020Updated 6 years ago
- Computing the discrete spectrum of the Koopman operator using Dynamic Mode Decomposition☆10Apr 4, 2020Updated 6 years ago
- ☆11Oct 25, 2021Updated 4 years ago
- code to compute the Dynamic Mode Decomposition (DMD), adapted for large-scale neural recordings☆27Mar 3, 2016Updated 10 years ago
- A data-driven framework for control of nonlinear flows with Koopman Model Predictive Control☆164Jun 10, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementation of the paper "Hybrid Zero Dynamics of Planar Bipedal Walking"☆10Dec 6, 2018Updated 7 years ago
- Code for "Nonlinear stochastic modeling with Langevin regression" J. L. Callaham, J.-C. Loiseau, G. Rigas, and S. L. Brunton☆26Feb 24, 2022Updated 4 years ago
- ☆38Jan 31, 2022Updated 4 years ago
- Active learning of extreme events using deep neural operators.☆16Nov 10, 2022Updated 3 years ago
- AI4Science: Python/Matlab implementation of online and window dynamic mode decomposition (Online DMD and Window DMD)☆45Oct 23, 2022Updated 3 years ago
- Differentiable Spline Approximations☆14Sep 3, 2023Updated 2 years ago
- This project shows how object path can be trackesd and estimated by Extended Kalman Filter.☆11Nov 10, 2020Updated 5 years ago
- Implementations of various random kitchen sinks algorithms.☆14Feb 25, 2020Updated 6 years ago
- Estimate maximum Lyapunov exponent for short time series using Rosenstein, et al. method☆11Jul 26, 2015Updated 10 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This repository contains the scripts required to run a Weighted Least Squares - Phasor Measurement Unit- Distribution System State Estima…☆10Feb 1, 2021Updated 5 years ago
- Differentiable non-uniform interpolation: https://arxiv.org/abs/2012.13257☆11Oct 3, 2021Updated 4 years ago
- This is a comprehensive MATLAB-based software platform developed for real-time measurement and feedback control of a custom mask-projecti…☆15Oct 12, 2017Updated 8 years ago
- Code to implement SIMILE algorithm from the paper entitled "Smooth Imitation Learning for Online Sequence Prediction" from ICML 2016☆13May 25, 2016Updated 9 years ago
- ☆13Aug 6, 2025Updated 9 months ago
- A python implementation of discrete optimal transport with a Tsallis entropy regularization.☆14Oct 23, 2023Updated 2 years ago
- Codes for Evolving Plastic ANNs☆14Dec 18, 2022Updated 3 years ago
- Stochastic variational heteroscedastic Gaussian process☆15Mar 29, 2019Updated 7 years ago
- ☆17Mar 23, 2023Updated 3 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- G. Peyré, L. Chizat, F-X. Vialard, J. Solomon, Quantum Optimal Transport for Tensor Field Processing, Arxiv, 2016☆10Apr 13, 2017Updated 9 years ago
- Gaussian Process Classification and Regression on Apache Spark☆11Mar 29, 2021Updated 5 years ago
- The dataset contains 9568 data points collected from a Combined Cycle Power Plant over 6 years (2006-2011), when the plant was set to wor…☆15Oct 28, 2016Updated 9 years ago
- [KDD2025] Modeling Time-evolving Causality over Data Streams. https://dl.acm.org/doi/10.1145/3690624.3709283☆16Sep 18, 2025Updated 8 months ago
- ☆11Oct 11, 2024Updated last year
- Data Smashing☆13Oct 9, 2014Updated 11 years ago
- ☆15Jan 31, 2025Updated last year
- Code for a generative controller for the AI Gym cartpole task☆15Feb 22, 2017Updated 9 years ago
- Model-based Control using Koopman Operators☆57Jun 13, 2020Updated 5 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Repository for Deterministic Particle Flow Control framework☆10Nov 13, 2022Updated 3 years ago
- Supporting code for "Reduced-order modeling of advection-dominated systems with recurrent neural networks and convolutional autoencoders"☆21Jan 6, 2021Updated 5 years ago
- Bayesian optimization and active learning with likelihood-weighted acquisition functions☆15Jun 17, 2024Updated last year
- Implementation of Frequent-Directions algorithm for efficient matrix sketching [E. Liberty, SIGKDD2013]☆27Apr 19, 2015Updated 11 years ago
- An open source tool chain to simulate cyber attacks in the power system☆12May 4, 2017Updated 9 years ago
- Generating Families of Practical Fast Matrix Multiplication Algorithms☆12Jul 7, 2017Updated 8 years ago
- BaCaDI: Bayesian Causal Discovery with Unknown Interventions☆14Feb 23, 2023Updated 3 years ago