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mmcdermott / EventStreamGPT

Dataset and modelling infrastructure for modelling "event streams": sequences of continuous time, multivariate events with complex internal dependencies.
https://eventstreamml.readthedocs.io/en/latest/
MIT License
94 stars 15 forks source link

Re-organized the flat representation and sklearn code and added the capability to cache task specific flat representations. #69

Closed mmcdermott closed 9 months ago

mmcdermott commented 9 months ago

This absorbs #68, which is currently failing tests on github though it passes them locally.

codecov[bot] commented 9 months ago

Codecov Report

Patch coverage: 83.05% and project coverage change: -7.04% :warning:

Comparison is base (b5a236a) 85.26% compared to head (422e57a) 78.22%. Report is 3 commits behind head on dev.

Additional details and impacted files ```diff @@ Coverage Diff @@ ## dev #69 +/- ## ========================================== - Coverage 85.26% 78.22% -7.04% ========================================== Files 34 34 Lines 6481 6398 -83 ========================================== - Hits 5526 5005 -521 - Misses 955 1393 +438 ``` | [Files Changed](https://app.codecov.io/gh/mmcdermott/EventStreamGPT/pull/69?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Matthew+McDermott) | Coverage Δ | | |---|---|---| | [EventStream/baseline/FT\_task\_baseline.py](https://app.codecov.io/gh/mmcdermott/EventStreamGPT/pull/69?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Matthew+McDermott#diff-RXZlbnRTdHJlYW0vYmFzZWxpbmUvRlRfdGFza19iYXNlbGluZS5weQ==) | `81.84% <79.31%> (ø)` | | | [EventStream/data/dataset\_polars.py](https://app.codecov.io/gh/mmcdermott/EventStreamGPT/pull/69?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Matthew+McDermott#diff-RXZlbnRTdHJlYW0vZGF0YS9kYXRhc2V0X3BvbGFycy5weQ==) | `85.82% <100.00%> (+0.03%)` | :arrow_up: | | [EventStream/tasks/profile.py](https://app.codecov.io/gh/mmcdermott/EventStreamGPT/pull/69?src=pr&el=tree&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Matthew+McDermott#diff-RXZlbnRTdHJlYW0vdGFza3MvcHJvZmlsZS5weQ==) | `100.00% <100.00%> (ø)` | | ... and [11 files with indirect coverage changes](https://app.codecov.io/gh/mmcdermott/EventStreamGPT/pull/69/indirect-changes?src=pr&el=tree-more&utm_medium=referral&utm_source=github&utm_content=comment&utm_campaign=pr+comments&utm_term=Matthew+McDermott)

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