Extended Dynamic Mode Decomposition for system identification from time series data (with dictionary learning, control and streaming options). Diffusion Maps to extract geometric description from data.
☆31Sep 12, 2024Updated last year
Alternatives and similar repositories for datafold
Users that are interested in datafold are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- C++ implementation of the Diffusion Map, with Python bindings☆10Aug 22, 2017Updated 8 years ago
- Matlab implementation of online and window dynamic mode decomposition algorithms☆12Feb 21, 2021Updated 5 years ago
- Nonlinear proper orthogonal decomposition for convection-dominated flows☆15Nov 8, 2021Updated 4 years ago
- Code and files related to random side projects☆21Jan 12, 2022Updated 4 years ago
- Sparsity-promoting Kernel Dynamic Mode Decomposition for Nonlinear Dynamical Systems☆30Jul 30, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Publication of Python code used to train ModalPINN☆11May 5, 2022Updated 3 years ago
- ☆17Aug 6, 2024Updated last year
- Sparsity-Promoting Dynamic Mode Decomposition with Control☆10Jul 6, 2023Updated 2 years ago
- TARDIS: Topological Algorithms for Robust DIscovery of Singularities☆44Jul 28, 2023Updated 2 years ago
- Koopman Reduced-Order Nonlinear Identification and Control☆94Apr 14, 2020Updated 6 years ago
- Source code for deep learning-based reduced order models in cardiac electrophysiology. Available on doi.org/10.1371/journal.pone.0239416.☆16Sep 7, 2023Updated 2 years ago
- ☆23Jul 30, 2021Updated 4 years ago
- Numerical assessments of a nonintrusive surrogate model based on recurrent neural networks and proper orthogonal decomposition: Rayleigh …☆10Dec 2, 2022Updated 3 years ago
- Companion code for Data-Driven Resolvent Analysis☆24Jun 17, 2021Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆21Dec 8, 2022Updated 3 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆22Jul 5, 2023Updated 2 years ago
- MATLAB codes for physics-informed dynamic mode decomposition (piDMD)☆167Feb 21, 2024Updated 2 years ago
- The unsupervised learning problem trains a diffeomorphic spatio-temporal grid, that registers the output sequence of the PDEs onto a non-…☆20Sep 14, 2022Updated 3 years ago
- Tutorials for doing scientific machine learning (SciML) and high-performance differential equation solving with open source software.☆22Dec 8, 2025Updated 4 months ago
- Symbolic Modelling of Highway Traffic Networks with METANET☆12May 27, 2025Updated 11 months ago
- Code for paper Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks☆13Aug 9, 2022Updated 3 years ago
- A Python package to learn the Koopman operator.☆74Feb 28, 2026Updated 2 months ago
- ☆29Jun 7, 2018Updated 7 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Open source python workflow to segment multiphase flow images☆22Nov 22, 2024Updated last year
- Koopman Kernels for Learning Dynamical Systems from Trajectory Data☆33Nov 23, 2023Updated 2 years ago
- Official code for Conformal Isometry of Lie Group Representation in Recurrent Network of Grid Cells (NeurIPS workshop on Symmetry and Geo…☆12Nov 1, 2022Updated 3 years ago
- Multi-Agent Optimization in Python☆21Nov 29, 2019Updated 6 years ago
- This repository contains the code for our paper on Dynamic Mirror Descent based MPC for Model-Free RL☆27Feb 1, 2022Updated 4 years ago
- Wavelet Adaptive Block-Based solver for Interactions with Turbulence☆62Feb 17, 2026Updated 2 months ago
- Official implementation of the NeurIPS 2019 paper Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction☆12Sep 23, 2022Updated 3 years ago
- C++ Accelerated Python Diffusion Maps Library☆23Aug 28, 2018Updated 7 years ago
- Hands-on tutorial about Meta RL and GP-MPC at the RL4AA'24 workshop.☆15Apr 20, 2026Updated last week
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- DNS data of flows over periodic hills with parameterized geometries, for data-driven turbulence modeling☆51May 18, 2023Updated 2 years ago
- Consistent Koopman Autoencoders☆76May 23, 2023Updated 2 years ago
- A Python library for training neural ODEs.☆25Feb 13, 2025Updated last year
- ☆29Mar 18, 2020Updated 6 years ago
- This repository explores a variety of data visualization techniques, with a particular focus on applications in the hospitality domain. I…☆42Oct 16, 2025Updated 6 months ago
- A tutorial for students that surveys basic ML techniques in ipython notebook format.☆31Aug 23, 2019Updated 6 years ago
- ☆12Nov 28, 2015Updated 10 years ago