0.9.11

Minor fix

• Now using pybedtools.BedTool to load bed file to avoid missing columns
• Fix the issue that the strand information of sequence bed concept is missing

Full Changelog: 0.9.10...0.9.11

0.9.10

Minor fix: put pca evaluation calculation on cpu to avoid OOM on GPU

Improvement: add download buttons for tables in html report

Full Changelog: 0.9.9...0.9.10

0.9.9

Add heuristic way to determine # samples per concept when it's not specified

Full Changelog: 0.9.8...0.9.9

0.9.8

Small bug fix, improving messaging, especially on reporting quality of PCA transformation

Full Changelog: 0.9.7...0.9.8

0.10.1a

Add multiple features by claude:

• Improve loading data from npy file to reduce memroy footprint by avoid array copy
• add new de_corr backend using a single linear layer with loss function on covariance matrix, this allows tpcav works at big models
• performance optimization at multiple places

Full Changelog: 0.9.6...0.10.1a

0.9.7

Improve memory usage when evaluating classifier

Full Changelog: 0.9.6...0.9.7

0.9.6

Fix a bug that storing attributed layer in tpcav model causes captum to register hook twice on the same module

Full Changelog: 0.9.5...0.9.6

0.9.5

Now tpcav can take a list of meme files as input, relevant functions have been adjusted

Full Changelog: 0.9.4...0.9.5

0.9.4

Minor bug fix, add drop_last option for iterators and set true to avoid mismatch batch sizes when combining different sources

Full Changelog: 0.9.3...0.9.4

0.9.3

Bug fix

Full Changelog: 0.9.2...0.9.3