SebastianPeitz / QuaSiModOLinks
Construction of control systems from predictive models via Quantization, Simulation, Modeling, Optimization
☆12Updated 2 years ago
Alternatives and similar repositories for QuaSiModO
Users that are interested in QuaSiModO are comparing it to the libraries listed below
Sorting:
- Data-driven dynamical systems toolbox.☆77Updated last week
 - ☆28Updated 3 years ago
 - Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆59Updated 3 years ago
 - sss - Sparse State-Space and System Analysis Toolbox☆11Updated last year
 - Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆78Updated 3 years ago
 - A Python package to learn the Koopman operator.☆63Updated this week
 - Data Science for Dynamical System Course☆131Updated this week
 - SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆79Updated 2 years ago
 - Code for ResDMD: data-driven spectral properties of Koopman Operators☆39Updated last year
 - ☆11Updated 3 years ago
 - PySINDy GUI☆42Updated 2 years ago
 - ☆41Updated 7 years ago
 - A PyTorch library for all things nonlinear control and reinforcement learning.☆47Updated 4 years ago
 - ☆45Updated 4 years ago
 - ☆34Updated last year
 - Codes for Linear and Nonlinear Disambiguation Optimization (LANDO)☆31Updated 3 years ago
 - Koopman Kernels for Learning Dynamical Systems from Trajectory Data☆31Updated last year
 - Koopman operator identification library in Python, compatible with `scikit-learn`☆96Updated last month
 - An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆81Updated 3 months ago
 - Learning unknown ODE models with Gaussian processes☆27Updated 7 years ago
 - A framework for neural network control of dynamical systems over graphs.☆56Updated 3 years ago
 - SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics☆153Updated 4 years ago
 - ☆11Updated 2 years ago
 - Koopman Reduced-Order Nonlinear Identification and Control☆91Updated 5 years ago
 - FOMCON toolbox for MATLAB☆45Updated 10 months ago
 - Sparse Identification of Nonlinear Dynamics for Hybrid Systems☆26Updated 7 years ago
 - Materials related to the 2024-2025 mini course on Probabilistic Models and Bayesian Methods at the Faculty of Finance at Kharazmi Univers…☆26Updated 4 months ago
 - A general-purpose Python package for Koopman theory using deep learning.☆110Updated last month
 - Software to train neural networks via Koopman operator theory (see Dogra and Redman "Optimizing Neural Networks via Koopman Operator Theo…☆21Updated 2 years ago
 - A Sensitivity and uncertainty analysis toolbox for Python based on the generalized polynomial chaos method☆81Updated last week