We need to update master with dev now that dev is stable. Changes in this merge:
Fixed numerous exception handling bugs
Normalization of clean and training data is now consistent
Added Travis CI
Added a unit/integration test
Fixed a couple of typos in README
Added create_db_ubuntu.sh and create_pd_user_ubuntu.sh scripts for initializing postgres
Added numerous docstrings and comments to functions
Introduced a posterior probability estimator to approximate the conditional distribution of values for weak labelling and domain generation. This improves weak supervised learning. See parameters weak_label_thresh, domain_prune_thresh, and max_domain (#43)
Outputting weights for featurizers when print_fw=True
Disable pool creation when threads <= 1
Fixed UTF-8 encoding issue when ingesting training data
Fixed bug where non-lowercase attribute names caused Postgres to fail
We need to update master with dev now that dev is stable. Changes in this merge:
create_db_ubuntu.sh
andcreate_pd_user_ubuntu.sh
scripts for initializing postgresweak_label_thresh
,domain_prune_thresh
, andmax_domain
(#43)print_fw=True
threads <= 1
met
andAdult