Macrosynergy

What's Changed
* Chore: Updating setup.py for v0.0.44 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1062
* Chore: CI/CD, added CODEOWNERS file by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1063
* Bugfix: `test_signal_return`, using `np.isclose` instead of `round` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1072
* docs and assert changes in panel_cv_scores by rsueppel in https://github.com/macrosynergy/macrosynergy/pull/1073
* Feature: new `panel_cv_scores` to return cv scores over a panel by rushilg99 in https://github.com/macrosynergy/macrosynergy/pull/1055
* Feature: optional std dev cv metric + long bias display by rushilg99 in https://github.com/macrosynergy/macrosynergy/pull/1077
* Feature: view metrics refactor by emhbrine in https://github.com/macrosynergy/macrosynergy/pull/1056
* Feature: Common cache on the `develop` branch by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1079
* Bugfix: CI/CD, common cache by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1080
* longbias fix by rushilg99 in https://github.com/macrosynergy/macrosynergy/pull/1078
* Feature: Consolidates apply_slip into utils.py by sandresen1 in https://github.com/macrosynergy/macrosynergy/pull/1066
* Feature: added metrics to detect long bias in a model by rushilg99 in https://github.com/macrosynergy/macrosynergy/pull/1081
* Bugfix: `macrosynergy.visuals`, safely failing when "seaborn-darkgrid" style is not available by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1075
* Feature: Efficiency changes to shape_dfs.py by sandresen1 in https://github.com/macrosynergy/macrosynergy/pull/1085
* Feature: CI/CD, Pull request QC and directives by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1084
* Bugfix: PR QC failing when no description provided by sandresen1 in https://github.com/macrosynergy/macrosynergy/pull/1086
* Bugfix: Merge-After directive not working in PRs by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1088
* Bugfix: fix lags for `correl_matrix` by emhbrine in https://github.com/macrosynergy/macrosynergy/pull/1090
* Bugfix: Change unit test to use relative tolerance to avoid test failing by sandresen1 in https://github.com/macrosynergy/macrosynergy/pull/1091
* Bugfix: `view_timelines()`, cross-sectional mean not working by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1092
* Feature: `ms.learning`, added benchmark transformer class by rushilg99 in https://github.com/macrosynergy/macrosynergy/pull/1083
* Bugfix: Seaborn/Matplotlib style issue by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1094
* Feature: `check_pr()` added version based directives by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1093
* Bugfix: PR QCD workflow by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1095
* Chore: Update setup.py, ISRELEASED=True for v0.0.44 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1096
* Docs: Updating contribution guide by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1097
* Docs: `ms.learning`, adding experimental notice by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1099
* Chore: Test←Develop for v0.0.44 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1098
* Chore: Main←Test for v0.0.44 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1100


**Full Changelog**: https://github.com/macrosynergy/macrosynergy/compare/v0.0.43...v0.0.44

What's Changed
* Chore: Main→Develop after v0.0.42 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1026
* Chore: Update setup.py for v0.0.43 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1027
* Refactor: Removing unimplemented utility function `convert_to_iso_format()` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1032
* Feature: Added print stdout arg to test args in `pyproject.toml` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1033
* Bugfix: Change to `historic_vol.get_cycles()` to reduce memory overhead by sandresen1 in https://github.com/macrosynergy/macrosynergy/pull/1035
* Feature: `ticker_df_to_qdf()` utility by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1034
* Feature: `PanelTimeSeriesSplit`, added module docstring by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/985
* Bugfix: Small change to unittest so it asserts due to unknown category by sandresen1 in https://github.com/macrosynergy/macrosynergy/pull/1040
* Refactor: Workflow changes for `pytest-xdist` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1046
* Refactor: Removed egress logger functionality by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1019
* Feature: `pytest-xdist`, running multi-threaded tests by sandresen1 in https://github.com/macrosynergy/macrosynergy/pull/1042
* Bugfix: `JPMaQSDownloader`, downloading generic DQ expressions by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1038
* Bugfix: Remove multithreading in integration test workflows by sandresen1 in https://github.com/macrosynergy/macrosynergy/pull/1051
* Feature: Modular GH-actions by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1052
* Refactor: Cleaning up workflows for caching logic by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1053
* Feature: Caches dependencies when building by sandresen1 in https://github.com/macrosynergy/macrosynergy/pull/1047
* Feature: extend `correl_matrix` to calculate correlation between two sets by emhbrine in https://github.com/macrosynergy/macrosynergy/pull/1041
* Chore: Update setup.py, `ISRELEASE=True` for v0.0.43 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1057
* Chore: Test←Develop for v0.0.43 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1058
* Chore: Main←Test for v0.0.43 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1060
* Chore: Main→Develop for v0.0.43 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1061

New Contributors
* sandresen1 made their first contribution in https://github.com/macrosynergy/macrosynergy/pull/1035
* emhbrine made their first contribution in https://github.com/macrosynergy/macrosynergy/pull/1041

**Full Changelog**: https://github.com/macrosynergy/macrosynergy/compare/v0.0.42...v0.0.43

What's Changed
* Chore: Main→Develop for v0.0.41 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1009
* Chore: Update setup.py for v0.0.42 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1010
* Bugfix: Cleaning up imports in `jpmaqs.py` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1011
* Bugfix: Standard keywords in `make_test_df()` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1014
* Bugfix: Cumulative Sum, `msv.view.timelines` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1015
* Refactor: Applied formatting/cleaning imports on `test_target_positions.py` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1012
* Bugfix: Updating the URL for the logo in `docs/assets/jpb-config.yml` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1016
* Bugfix: `is_valid_iso_date` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1022
* Chore: Update setup.py for v0.0.42 release by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1023
* Chore: Test←Develop for v0.0.42 release by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1024
* Chore: Main←Test for v0.0.42 release by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1025


**Full Changelog**: https://github.com/macrosynergy/macrosynergy/compare/v0.0.41...v0.0.42

What's Changed
* Main→Develop for v0.0.40 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1001
* Chore: Update setup.py for v0.0.41 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1002
* Refactor: Common functionality in `macrosynergy.visuals` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1003
* Bugfix: `msv.view.timelines` sorting facet titles alphabetically by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1004
* Chore: Update setup.py for v0.0.41, ISRELEASE=True by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1005
* Chore: Test←Develop for v0.0.41 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1006
* Chore: Main←Test for v0.0.41 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1008


**Full Changelog**: https://github.com/macrosynergy/macrosynergy/compare/v0.0.40...v0.0.41

What's Changed
* Chore: Main→Develop for v0.0.39 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/993
* Chore: Update setup.py for v0.0.40 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/994
* Bugfix: `view_timelines()` title adjustment by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/996
* Bugfix: Single `cid` chart with `xcat_grid` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/997
* Chore: Update setup.py for v0.0.40, ISRELEASE=True by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/998
* Chore: Test←Develop for v0.0.40 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/999
* Chore: Main←Test for v0.0.40 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/1000


**Full Changelog**: https://github.com/macrosynergy/macrosynergy/compare/v0.0.39...v0.0.40

What's Changed
* Chore: Main→Develop by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/979
* Chore: Update setup.py for v0.0.38 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/980
* Chore: Merging hotfix (PR 981) to `develop` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/982
* Chore: Update setup.py for v0.0.39 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/983
* Feature: Delete `macrosynergy.pnl.real_pnl` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/986
* Feature : `macrosynergy.visuals` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/684
* Feature: Updating `pyproject.toml` by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/989
* Feature: Removing `pyyaml` dependency by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/987
* Chore: Update setup.py ISRELEASE=True v0.0.39 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/990
* Test←Develop for v0.0.39 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/991
* Main←Test for v0.0.39 by Magnus167 in https://github.com/macrosynergy/macrosynergy/pull/992


**Full Changelog**: https://github.com/macrosynergy/macrosynergy/compare/v0.0.38...v0.0.39