tfmri

TensorFlow MRI.

Modules

array

Array processing operations.

callbacks

Keras callbacks.

coils

Parallel imaging operations.

convex

Convex optimization operations.

image

Image processing operations.

initializers

Keras initializers.

io

Input/output operations.

layers

Keras layers.

linalg

Linear algebra operations.

losses

Keras losses.

math

Math operations.

metrics

Keras metrics.

models

Keras models.

optimize

Optimization operations.

plot

Plotting utilities.

recon

Image reconstruction.

sampling

k-space sampling operations.

signal

Signal processing operations.

summary

Tensorboard summaries.

Classes

Functions

broadcast_dynamic_shapes

Computes the shape of a broadcast given symbolic shapes.

broadcast_static_shapes

Computes the shape of a broadcast given known shapes.

cartesian_product

Cartesian product of input tensors.

central_crop

Crop the central region of a tensor.

meshgrid

Return coordinate matrices from coordinate vectors.

ravel_multi_index

Converts an array of multi-indices into an array of flat indices.

resize_with_crop_or_pad

Crops and/or pads a tensor to a target shape.

scale_by_min_max

Rescale tensor values to specified range.

unravel_index

Converts an array of flat indices into an array of multi-indices.