This PR includes the completion of the PCA optimization branch. The changes address the following issues: #8, #9, #10, and #15. The optimization improves the performance and accuracy of our data processing pipeline.
Type of Change
Please delete options that are not relevant.
[x] Bug fix (non-breaking change which fixes an issue)
[x] New feature (non-breaking change which adds functionality)
[ ] Breaking change (fix or feature that would cause existing functionality to not work as expected)
[ ] Documentation update
How Has This Been Tested?
The changes have been tested using the following methods:
[x] Test A: Unit tests for PCA optimization functions.
[x] Test B: Integration tests to ensure the overall system performance is improved.
Test Configuration:
Firmware version: N/A
Hardware: RTX 3080
Toolchain: Unity 6.0.21
SDK: N/A
Checklist:
[x] My code follows the style guidelines of this project
[x] I have performed a self-review of my own code
[x] I have commented my code, particularly in hard-to-understand areas
[x] I have made corresponding changes to the documentation
[x] My changes generate no new warnings
[x] I have added tests that prove my fix is effective or that my feature works
[x] New and existing unit tests pass locally with my changes
[x] Any dependent changes have been merged and published in downstream modules
Additional Notes
We are still working on some remaining issues with how we handle missing embeddings from our data files
Pull Request Template
Description
This PR includes the completion of the PCA optimization branch. The changes address the following issues: #8, #9, #10, and #15. The optimization improves the performance and accuracy of our data processing pipeline.
Type of Change
Please delete options that are not relevant.
How Has This Been Tested?
The changes have been tested using the following methods:
Test Configuration:
Checklist:
Additional Notes
We are still working on some remaining issues with how we handle missing embeddings from our data files