nmor

Uniform Manifold Approximation and Projection

Differentiable SDE solvers with GPU support and efficient sensitivity analysis.

Numerical differential equation solvers in JAX. Autodifferentiable and GPU-capable. https://docs.kidger.site/diffrax/

A package for the sparse identification of nonlinear dynamical systems from data

Extensible, parallel implementations of t-SNE

:red_circle: MiniSom is a minimalistic implementation of the Self Organizing Maps

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

Award winning software library for nonlinear dynamics and nonlinear timeseries analysis

Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotlight)

Code accompanying my blog post: So, what is a physics-informed neural network?