tfmri.layers¶

Keras layers.

Classes¶

`AveragePooling1D`	Average pooling for temporal data.
`AveragePooling2D`	Average pooling operation for spatial data.
`AveragePooling3D`	Average pooling operation for 3D data (spatial or spatio-temporal).
`Conv1D`	1D convolution layer (e.g.
`Conv2D`	2D convolution layer (e.g.
`Conv3D`	3D convolution layer (e.g.
`ConvBlock`	A basic convolution block.
`DWT1D`	Single-level 1D discrete wavelet transform (DWT) layer.
`DWT2D`	Single-level 2D discrete wavelet transform (DWT) layer.
`DWT3D`	Single-level 3D discrete wavelet transform (DWT) layer.
`IDWT1D`	Single-level 1D inverse discrete wavelet transform (IDWT) layer.
`IDWT2D`	Single-level 2D inverse discrete wavelet transform (IDWT) layer.
`IDWT3D`	Single-level 3D inverse discrete wavelet transform (IDWT) layer.
`MaxPooling1D`	Max pooling operation for 1D temporal data.
`MaxPooling2D`	Max pooling operation for 2D spatial data.
`MaxPooling3D`	Max pooling operation for 3D data (spatial or spatio-temporal).
`UNet`	A UNet layer.