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 |