v0.12.0

Feature

• Add watcher to main training script (917d42e)
• Make watcher store separate max performance per lookbehind/lookahead combination (091a3c0)
• Add watcher (bb63f53)
• Init training script (1ff62ff)
• Intermediate refactor (c82fa61)

Fix

• Failing tests (65dc59a)
• Watcher is working (7fd5ba1)
• Type errors (faa43dc)
• Type errors (45a9add)
• Feature_selection_test requires more than 1 pred col (7c9f0c8)
• Minor fixes after merge (4bd3e7e)
• Add data dir to synth dataset (bbb7dea)
• Run_id is required (43e6ba4)
• Failing tests (315fd3f)
• Look correct lookbehind in trainer (a350443)
• Various bugs in watcher (615b17c)
• Correct output if only 1 outcome col (9beedfc)
• Misc. fixes and refactor (420da4c)
• Failing tests (1999b65)
• Remove artefact code (dce563e)
• Infer col names return list if len 1 (5c0503b)
• Make watcher not archive runs that haven't finished (76ba99d)
• Misc. minor fixes for training (1dbd900)
• Add wandb_group to project struct (3f8ccbb)

Documentation

• Typo (d8bd92d)

v0.11.0

Feature

• Added methods for feature selection (8c087d7)

Fix

• Errors introduce on merge (b774066)

v0.10.0

Feature

• Script to run (multirun) training and wandb watcher simultaneously (b8954bf)
• Sort performance before logging and try uploading again next time if no auc (ba70ea8)
• Wandb watcher for asynchronous uploading of runs to wandb. (f6cae88)

Fix

• Make metric_by_time_to_diagnosis and auc_by_calender_time plots include both scatter and line (3d123d8)
• Correct name of wandb run (4821b99)
• Save model predictions on overtaci (9b65f6f)

v0.9.0

Feature

• Check for meaningful lookbehind_combination (297f7c4)

Fix

• Error caused by merge (b77679d)
• Convert to sets in check (722a282)
• Convert omegaconf types to generics (c85e2d5)

v0.8.0

Feature

• Log how many rows and cols are dropped (9bd5720)

v0.7.0

Feature

• Don't allow date_bins that are outside min_look_direction (09670ab)

v0.6.2

Fix

• Incorrect order of y-labels on sens heatmap (554ddf8)

v0.6.1

Fix

• Failing tests (6060f0f)

v0.6.0

Feature

• Remove columns with lookbehind > min_lookbehind_days (c4b1611)

Fix

• Incorrect handling of null lookdirection vals (cac8838)
• Allow null specification for min_lookdirection (d94526d)

Documentation

• Update docstring from review (fce53d5)

v0.5.0

Feature

• Default group by day (7249388)

Fix

• More robust saving eval data (58c801f)
• Train on GPU (4d07209)
• Even more robust naming, write to parquet instead of pickle (4e55454)
• Enable pytest on non-windows (9beb331)
• Disable wand in integration test for now (0b3b264)
• Can't only run pytest on darwin, not sure what to do (ddc1638)
• Run wandb when doing integration testing (cec3678)
• Check run exists before using for file locatin (63b5065)
• Missing imports (4e6e0a0)
• Make eval save naming more robust (51eccc9)
• Missing imports (37a1b15)
• F1 to recall (9e31f1f)
• Misc. changes to configs (3b22c4e)
• More robust max file length handling (b14a424)