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fiery

fiery is a namespace package that houses PyTorch utilities and extensions that I found useful when implementing deep-learning and medical-imaging code.

The core idea behind this project is that each "match" can be installed on its own, with a minimal set of dependencies (torch, other fiery matches when useful, and well-known external packages only when necessary). Each match imports under the shared fiery. namespace.

These matches are re-organized forks of packages published under balbasty; the original packages remain available for users who need wider Python support.

List of matches

Module Description
interpol High-order spline interpolation
bounds Boundary conditions and real transforms (DCT/DST)
distmap Euclidean distance transform
diffeo Scaling-and-squaring and geodesic shooting layers
xtensor Named dimensions and coordinate labels for tensors