Replace functions related to indirect correlation matrix #9
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
The previous functions used to calculate the indirect correlation matrices have been replaced with a single function,
generate_indirect_connectivity. The previous implementation was slow for larger systems, and systems with higher IL concentration. The new implementation largely relies on numpy commands, and runs significantly faster as a result.The new implementation has been tested against the old, both yielding the same indirect matrix for several trajectories. In the old implementation, it was necessary to calculate the matrix at least twice, as it was necessary to check the validity. I believe the new implementation only requires one function call to yield a valid indirect matrix.
Tests have been updated to reflect changes for the functions.