dynamicslab
dynamicslab Joined Jan 2020 View on GitHub
- Stars
- 3,831
- across 19 public repos
- Rank
- #8,745
- of 95,325 organizations, top 10%
Repositories with 50+ stars
| Rank | Repository | Language | Stars |
|---|---|---|---|
| 35,383 | A package for the sparse identification of nonlinear dynamical systems from data | Python | 1,931 |
| 111,317 | An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics. | Python | 573 |
| 135,289 | A package for computing data-driven approximations to the Koopman operator. | Python | 461 |
| 179,343 | Matlab files with demo code intended as a companion to the book "Data-Driven Science and Engineering: Machine Learning, Dynamical Systems, and Control" by Steven L. Brunton and J. Nathan Kutz... | MATLAB | 335 |
| 310,871 | SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics | MATLAB | 174 |
| 412,932 | PySensors is a Python package for sparse sensor placement | Python | 123 |
| 699,647 | Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020) | Jupyter Notebook | 63 |
| 746,211 | Example code for paper: Automatic Differentiation to Simultaneously Identify Nonlinear Dynamics and Extract Noise Probability Distributions from Data | Jupyter Notebook | 58 |
Among 95,325 organizations
2.5k–4k stars: 3,693 organizations, including dynamicslab
Stars along the bottom, and organizations in each band on a log scale
Where the stars are
Languages
- Python 3.1k stars, 81% · 4 repos
- MATLAB 509 stars, 13% · 2 repos
- Jupyter Notebook 121 stars, 3% · 2 repos
When they were made
8 repos with 50+ stars, made between 2019 and 2021
Quick stats
- Next rank
- +2 stars to reach #8,741
- Next milestone
- +31,204 stars to reach the top 1%
- Public repos
- 19, 8 with 50+ stars
- Popular repos
- 6 over 100 stars, 1 over 1k stars
- Top repo
- pysindy, #35,383 of all repos, 50% of stars
- Smaller repos
- 113 stars from repos under 50