forgi86 / dynonetLinks
"dynoNet: A neural network architecture for learning dynamical systems" by Marco Forgione and Dario Piga
☆44Updated last year
Alternatives and similar repositories for dynonet
Users that are interested in dynonet are comparing it to the libraries listed below
Sorting:
- Codes accompanying the paper "Deep learning with transfer functions: new applications in system identification"☆22Updated last year
- Toolbox for system identification of nonlinear state space grey-box models using CasADi☆25Updated last year
- Dynamical System Identification using python incorporating numerous powerful deep learning methods. (deepSI = deep System Identification)☆57Updated last month
- AI4Science: Efficient data-driven Online Model Learning (OML) / system identification and control☆30Updated 2 years ago
- GLIS package☆28Updated 2 years ago
- Koopman operator identification library in Python, compatible with `scikit-learn`☆75Updated 3 weeks ago
- System identification in PyTorch☆25Updated 2 years ago
- A Python package for linear subspace identification, nonlinear system identification, and nonlinear regression using Jax☆34Updated 2 months ago
- Differentiable predictive control (DPC) policy optimization examples.☆53Updated last year
- This repository contains the source code for “Unscented Kalman filter stochastic nonlinear model predictive control” (UKF-SNMPC).☆59Updated 2 years ago
- ☆43Updated 3 years ago
- AutoKoopman - automated Koopman operator methods for data-driven dynamical systems analysis and control.☆73Updated last year
- Neural Networks with CasADi☆10Updated 2 months ago
- Code to reproduce the results of the paper In-context learning for model-free system identification☆17Updated 10 months ago
- Python simulation and hardware library for learning and control☆20Updated 2 years ago
- Physics-informed Machine Learning for Modeling, Control, and Optimization at CDC 2024☆8Updated 10 months ago
- Python code of the paper "Model structures and fitting criteria for system identification with neural networks" by Marco Forgione and Dar…☆21Updated 3 years ago
- In this toolbox you find a family of PBSID algorithms for LTI, LPV and other model structures.☆15Updated 7 years ago
- Data-driven dynamical systems toolbox.☆74Updated 3 weeks ago
- Codebase associated with paper "Memory-Efficient Learning of Stable Linear Dynamical Systems for Prediction and Control"☆24Updated 4 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆90Updated 5 years ago
- Companion code for Closed-Loop Koopman Operator Approximation☆16Updated last year
- Material for the tutorial on "Physics-Informed Machine Learning (PIML) for Modeling and Control of Dynamical Systems" presented at the Am…