DCLS 2D Flat kernels

[0.1.1] - 2023-12-22

Added

• Added Dcls2dK1d class that is suitable for flat kernels in Conv2d ((7,1) kernel size for example. This method avoid extra computation for positions and sigmas along the flat dimension.

DCLS subversions 3_1d

[0.1.0] - 2023-10-19

Fixed

• Fixed a clamp in the init of positions. This will not affect previous results as the clamp between -lim and lim for positions initialized with a centered normal law of std 0.5 has a very low probability of being activated given the large size of the kernels.

Added

• Added DCLSN_Md class for kernels where position learning is restricted to a subset of dimensions chosen from N kernel dimensions.
• Added ConstructKernel3_1d class, which constructs the appropriate kernel from the latter.
• Added Dcls3_1d class that does the appropriate convolution.

Changed

• DCLS default interpolation version is now gauss instead of v1 for all dimensions.