Added bte_with_cpd experiment tutorial notebook

[williamrxu]

Reference issue

Closes Domain Adaptation with CPD Algorithm #379

Type of change

Documentation

What does this implement/fix?

Added tutorial notebook demonstrating the application of the CPD algorithm (https://arxiv.org/pdf/0905.2635.pdf) to improving backward transfer efficiency when given XOR and R-XOR tasks. Notebook: https://nbviewer.jupyter.org/github/williamrxu/ProgLearn/blob/staging/docs/tutorials/bte_with_cpd_exp.ipynb

Additional information

This is my Sprint 1 PR completing issue Domain Adaptation with CPD Algorithm #379.

[levinwil]

This looks great to me! Can you please add this to the web docs by adding a link to it here: https://github.com/neurodata/ProgLearn/blob/staging/docs/tutorials.rst

@PSSF23 Do you have any comments?

[PSSF23]

@levinwil I was going to mention the tutorial.rst but nothing more!

[williamrxu]

@levinwil Added! I inserted it alphabetically. Please let me know if you want it to be last on the list or if I did not add it correctly.

[PSSF23]

@williamrxu the order doesn't have to be very strict, but I believe everything must be after the installation guide.

So just move it one step below and everything good.

[PSSF23]

@levinwil do you think the tutorial name is accurate? I think something like xor_rxor_cpd might be more relevant?

[levinwil]

@williamrxu I agree with @PSSF23. I think you should mentioned that it's on XOR/RXOR in the notebook filename. I also agree with @PSSF23 on the order of the notebooks: everything should be after the installation guide.

[williamrxu]

@levinwil @PSSF23 updated as requested.

• Updated experiment name to xor_rxor_with_cpd
• Moved experiment to last on the list on tutorials.rst

[PSSF23]

@williamrxu I corrected your tutorial name in the rst file, and everything should be good now.

[levinwil]

@PSSF23 i think this is ready to be merged into staging once it passes the tests. Do you agree?

[PSSF23]

@levinwil yes.