Developing Comet ML dashboard

[nmd2k]

Re-scope UETAI

With the last version of uetai, I tried to integrate the Weights & Biases dashboard into our tools. The main scope was planned to design custom templates that focus on a particular task (e.g: image segmentation, etc) and automate logging everything that we believe is essential in that task.

However, we decided on the goals of this library will be able to support researchers manage their experiments with models. Providing the user the ability to store, manage, arrange metadata or experiments with its asset (e.g: models, dataset), this library targets to help users to visualize and debug their data, model with little effort. In this pull request, I integrated a new dashboard provider named "Comet ML", their dashboard have well-written documents and some customizable panel, where I personal have a lot of idea playing with, promising new helpful function and visualization to user.

For more detail of Comet ML, please check: https://www.comet.ml/docs/

[codecov[bot]]

Codecov Report

Merging #27 (e0dccc6) into main (aac5e19) will increase coverage by 17.31%. The diff coverage is 91.27%.

@@             Coverage Diff             @@
##             main      #27       +/-   ##
===========================================
+ Coverage   74.25%   91.57%   +17.31%     
===========================================
  Files           6        6               
  Lines         268      178       -90     
  Branches       42        0       -42     
===========================================
- Hits          199      163       -36     
+ Misses         47       15       -32     
+ Partials       22        0       -22     

Impacted Files	Coverage Δ
src/uetai/logger/comet.py	88.72% <88.72%> (ø)
src/uetai/logger/__init__.py	100.00% <100.00%> (ø)
src/uetai/logger/base.py	100.00% <100.00%> (ø)
src/uetai/utilities/__init__.py	100.00% <100.00%> (ø)
src/uetai/utilities/imports.py	100.00% <100.00%> (ø)

[nmd2k]

test passed