SebastianPeitz / QuaSiModOLinks
Construction of control systems from predictive models via Quantization, Simulation, Modeling, Optimization
☆12Updated last year
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.☆74Updated 2 weeks ago
- ☆29Updated 2 years ago
- Mathematical Programming in JAX☆101Updated 2 months ago
- Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributio…☆56Updated 3 years ago
- A Neural Network Approach for Real-Time High-Dimensional Optimal Control☆27Updated 2 years ago
- Neural ODEs as Feedback Policies for Nonlinear Optimal Control (IFAC 2023) https://doi.org/10.1016/j.ifacol.2023.10.1248☆16Updated 2 years ago
- Data Science for Dynamical System Course☆123Updated 10 months ago
- Code for ResDMD: data-driven spectral properties of Koopman Operators☆37Updated last year
- Symbolic Identification of Non-linear Dynamics. The method generalizes the SINDy algorithm by combining sparse and genetic-programming-ba…☆76Updated 2 years ago
- Koopman operator identification library in Python, compatible with `scikit-learn`☆80Updated 3 weeks ago
- A Python package to learn the Koopman operator.☆60Updated 8 months ago
- ☆11Updated 2 years ago
- PySINDy GUI☆40Updated 2 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆76Updated last year
- Koopman Kernels for Learning Dynamical Systems from Trajectory Data☆29Updated last year
- ☆11Updated 2 years ago
- sss - Sparse State-Space and System Analysis Toolbox☆11Updated 11 months ago
- ME 697 - Advanced Scientific Machine Learning☆23Updated 3 months ago
- ☆11Updated 3 years ago
- A general-purpose Python package for Koopman theory using deep learning.☆106Updated 6 months ago
- Stochastic Optimization under Uncertainty in Python.☆36Updated 2 months ago
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆75Updated 2 weeks ago
- Code for "SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning" by Zolman et al.☆127Updated 6 months ago
- Scripts and notebooks to accompany the book Data-Driven Methods for Dynamic Systems☆128Updated last week
- A PyTorch library for all things nonlinear control and reinforcement learning.☆47Updated 3 years ago
- ☆22Updated 2 months ago
- SINDy (Sparse Identification of Nonlinear Dynamics) algorithms☆78Updated 2 years ago
- Python trust-region subproblem solvers for nonlinear optimization☆28Updated last year
- Data-driven reduced order modeling for nonlinear dynamical systems☆30Updated last week
- ☆88Updated 2 years ago