Add mcf_pc API and CLI

Add interative point plot tool

Move two deep learning models out of the package to prevent too big pypi package

update cli.co use image_pairs in memory rather than tnet file;

fix plot bugs in functions for general read zarr file, and change seq_intf from (i, i-1) to (i,i+1);

add multilook and intf to api.co;

finish gamma phase wrapping API and CLI;

move read/write gamma file to a seperate module from cli.load

bug fixed for cli.emperical_co_pc

Bugs Squashed

• Data format scomplex is not supported. (#20)

  • Description of the problem

The package doesn't support scomplex data, so if the preprocessed rslc data is saved as scomplex, you are supposed to convert it to fcomplex and then process it with this package.

Minimal Complete Verifiable Example

No response

Full error message

No response

System information

numpy version 1.22.4

Are you willing to help fix this bug?

No

implement parallel zarr io

modify emperical_co_pc and necessary utils
for independent ras chunkwise processing

add emperical_co_emi_temp_coh_pc to

• only processing a small batch in one chunk to prevent
  holding the coherence matrix for all chunk which may exceed
  memory limit;
• prevent writing coherence matrix which may exceed disk space limit.

• add cpu version of all functions and make use cpu as default
• add default args to dask cluster and allow users to configure that
• only calculate low tri of coherence matrix and copy its conj to up tri
• more flexiable plot functions
• carefully deal with nan values for all functions
• Update pl.temp_coh with elementwise kernel

Make cuda depedency optional

Test

Test

Test