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v0.1.1

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@bdewilde bdewilde released this 08 Feb 15:09
e929c02
  • Added "project config" files for consolidating and storing most of the necessary parameters for tailoring general functionality to individual schools' needs (PR #44 #50 #56 #57)
  • Extended PDP template notebooks to cover model training and inference (PR #42 #46 #48 #59 #60 #61 #64)
  • Improved structure and accessibility of client-facing data output files (PR #43 #53 #58)
  • Improved modeling dataset standardization and cleanup with cleaner dtypes, consistent column names, and fewer opportunities for accidental data leakage (PR #38 #45 #49)
  • Extended data schemas to cover post-raw transformations of the datasets (PR #36)
  • Added new features, including "pre-cohort" and "num courses in study area" (PR #39)
  • Added functionality for modeling-adjacent tasks, such as splitting datasets and computing sample weights (PR #41)
  • Fixed various bugs and weirdness in PDP synthetic data generation (PR #47 #52 #68)
  • Updated key dependencies and added support for PY3.12 (PR #40)