Niyom
Discovers governing physics laws directly from raw data using SINDy and LASSO-based sparse regression, with a Tauri dashboard for visualizing results.
Instead of fitting a known equation to data, Niyom tries to find the equation itself — using SINDy (Sparse Identification of Nonlinear Dynamics) and LASSO-based sparse regression to pull out the governing physics law directly from raw measurements.
Datasets and experiments are defined through a custom .niy file format, paired with a Tauri desktop dashboard for visualizing whatever equation falls out.