Interpolating natural cubic splines. Includes batching, GPU support, support for missing values, evaluating derivatives of the spline, and backpropagation.
APACHE-2.0 License
PyTorch tutorials and best practices.
Implementation of the Spline-Based Convolution Operator of SplineCNN in PyTorch
PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations
Differentiable controlled differential equation solvers for PyTorch with GPU support and memory-e...
Software Architecture for ML engineers
Code for "Neural Controlled Differential Equations for Irregular Time Series" (Neurips 2020 Spotl...
A pytorch package for non-negative matrix factorization.