updates performance metrics code to work with both ml models and depp…

Merge pull request #7 from nature-of-eu-rules/update-xgboost-model

update xgboost model

adds analysis for TPs and TNs. computes word frequencies.

adds new explanation code. splits explanation results by class.

Merge pull request #6 from nature-of-eu-rules/batch-explain-script

Visualize precomputed explanations notebook

refactor method and remove windows specific path

convert json to csv

fix bug in loading earlier explanations

results for first 300 sentences test set

first working version of batch explain script

update xai notebook with stability test for lime

add notebook to calculate attribution

add probabilities to classification output

fix bugs in model support; add saving predictions; include all pca co…

add support for bert and legal-bert

remove print

Merge pull request #4 from nature-of-eu-rules/inlegalbert-xgboost

add seed for consistent splitting of data sets

Update README.md

adds script to classify sentences in CSV column with inlegalbert mode…

Merge pull request #3 from nature-of-eu-rules/inlegalbert-xgboost

Merge branch 'main' into inlegalbert-xgboost

Merge pull request #2 from nature-of-eu-rules/make-it-run-on-my-machine