v0.5.0

Improve the 1D and 2D shift operators. Specifically:

• Enable the 1D shift operator to operate on tensors of ndim >= 2.
• Enable the 2D shift operator to operate on tensors of ndim >= 3. Additionally, remove the height and width arguments to create_shift2d_op and assume the input data has the shape (..., height, width, dim).

v0.4.0

Move to using the Poetry package manager. Additionally, rename SampleDropout to DropPath and support per-sample dropout as implemented in timm.

v0.3.0

Implement two 1D shift operations. In contrast to create_shift2d_op, these operations are useable with sequence data. These operations include:

• create_shift1d_op
• create_multishift1d_op

Additionally, update the README and add an RF/ML example to showcase the 1D shift operations.

v0.2.0

• Implement two FNet inspired blocks.
• Split _x_mlps.py into several modules to reduce file size.
• Update README.md

v0.1.0

Initial release. Create core MLP architecture and implement four concrete architectural blocks:

• MLP-Mixer
• ResMLP
• gMLP
• S^2-MLP