v0.9.0

Feature

• At groupspec init, iterate over values_loader and check that they exist in the loader registry (04dfd7e)

Fix

• More explanation in error message (b784991)
• Bettee valueerror message formatting (7b3b994)
• Better valueerror message (d92f798)
• Find invalid loaders (ba2d4c5)

v0.8.0

Feature

• Allow load_medications to concat a list of medications (d78f465)

Fix

• Remove original functions (da59110)

Documentation

• Improve docs (9aad0af)

v0.7.0

Feature

• Full run (142212f)
• Rename resolve_multiple registry keys to their previous one (3fd3f35)
• Reimplement (c99585f)
• Use lru cache decorator for values_df loading (4006818)
• Add support for loader kwargs (127f821)
• Move values_df resolution to anyspec object (714e83f)
• Make date of birth output prefix a param (0ed1198)
• Ensure that dfs are sorted and of same length before concat (84a4d65)
• Use pandas with set_index for concat (b93290a)
• Use pandas with set_index for concat (995da41)
• Speed up dask join by using index (3402281)
• Require feature name for all features, ensures proper specification (6af454a)
• First stab at adapting generate_main (7243130)
• Add exclusion timestamp (b02de1a)
• Improve dd.concat (429da34)
• Handle strs for generate_feature_spec (7d54488)
• Convert to dd before concat (06101d8)
• Add n hba1c (3780d84)
• Add n hba1c (614245e)

Fix

• Coerce by default (60adb99)
• Output_col_name_override applied at loading, not flattening (95a96ce)
• Typo (01240ed)
• Incorrect attribute addressing (a6e82b5)
• Correctly resolve values_df (def67cd)
• MinGroupSpec should take a sequence of name to permute over (f0c8140)
• Typo (61c7241)
• Remove resolve_multiple_fn_name (617d386)
• Old concat resulted in wrong ordering of rrows. (3759f71)
• Set hba1c as eval (89fe6d2)
• Typos (6eac440)
• Correct col name inference for static predictors (dfe5dc7)
• Misc. fixes (45f8348)
• Generate the correct amount of combinations when creating specs (c472b3c)
• Typo resulted in cache breaking (fdd47d7)
• Correct col naming (bc74ae3)
• Do not infer feature name from values_df (150569f)
• Misc. errors found from tests (3a1b5db)
• Revert falttened dataset to use specs (e4fada7)
• Misc. errors after introducing feature specs (0308eca)
• Correctly merge dataframes (a907885)
• Cache error because of loss off UUID (89d7f6f)
• New bugs in resolve_multiple (5714a39)
• Rename outcomespec appropriately (41fa220)
• Lookbehind_days must be iterable (cc879e9)

Documentation

• Document feature spec objects (c7f1074)
• Typo (6bc7140)

Performance

• Move pd->dd into subprocesses (dc5f38d)

v0.6.3

Fix

• Remove shak_code + operator check (f97aee8)

v0.6.2

Fix

• Ignore cat_features (2052505)
• Failing test (f8190b4)
• Incorrect 'latest' and handling of NaN in cache (dc33f7e)

v0.6.1

Fix

• Check for value column prediction_times_df (5356464)
• Change variable name (990a848)
• More flex loaders (bcad700)

v0.6.0

Feature

• Use wandb to monitor script errors (67ae9b9)

Fix

• Duplicate loading when pre_loading dfs (7f864dc)

v0.5.2

Fix

• Change_per_day function (bf4f18c)
• Change_per_day function (b11bcaa)

v0.5.1

Fix

• Change_per_day functions (d696389)
• Change_per_day function (4c8c118)

v0.5.0

Feature

• Add variance to resolve multiple functions (8c471df)

Fix

• Add vairance resolve multiple (7a64c5b)