cyclops 0.2.1 release

What's Changed

• Add sampler to mortality prediction task to treat class imbalance by @amrit110 in #521
• Fix metrics examples, add average precision metric by @amrit110 in #522
• Add accuracy metric by @fcogidi in #523
• Fix PR curve (order), add AUPRC to comparison plot by @amrit110 in #524
• Add precision and recall by @fcogidi in #525
• Refactor aggregator use fit, transform methods by @amrit110 in #526
• Add F-score by @fcogidi in #527
• Patch array formatting for metrics by @fcogidi in #528
• Add some unit tests for the ModelCardReport methods by @amrit110 in #529
• Remove outdated notebooks, add first ICU mortality prediction benchmark by @amrit110 in #530
• Fix report formatting by @a-kore in #531

Full Changelog: v0.2.0...v0.2.1

cyclops 0.2.0 release

What's Changed

• Remove use of dask, update to pandas 2.0, fix tests by @amrit110 in #497
• Report Template Update by @a-kore in #496
• added model info card to sidebar by @KaranSwatch in #498
• Update model report links by @amrit110 in #500
• Add separate classes for classification tasks by @amrit110 in #501
• fix slice title formatting error by @a-kore in #502
• Fix typing for kwargs parameter in create_metric_fn by @amrit110 in #503
• Convert task classes to more generic so they can be re-used by @amrit110 in #504
• Add experimental metrics package following the array API standard by @fcogidi in #499
• Clean up process package fns, enable mypy by @amrit110 in #505
• Fix tasks doc by @amrit110 in #508
• Report Update - Add timestamps, multi-plot selection and selection filtering by @a-kore in #507
• Minor improvements to the evaluators and metrics by @fcogidi in #509
• Reorganize package dependencies by @fcogidi in #506
• Clean up use cases, add new tabular prediction on MIMICIV by @amrit110 in #510
• Add confusion matrix example to tutorial notebook by @amrit110 in #511
• add plots back to quant-analysis section by @a-kore in #512
• Small fix to notebooks by @amrit110 in #514
• Update pyarrow version, use pyarrow backend for pandas by @amrit110 in #513
• Decouple models from evaluate package by @fcogidi in #516
• Fix report missing slices by @a-kore in #518
• Make additional library dependencies optional by @amrit110 in #515
• make sections collapsible and set default as collapsed by @KaranSwatch in #517
• Unify process package into data by @amrit110 in #519
• Remove cupy install from integration test workflow by @amrit110 in #520

New Contributors

• @KaranSwatch made their first contribution in #498

Full Changelog: v0.1.40...v0.2.0

CyclOps v0.2.0.dev0

What's Changed

• Remove use of dask, update to pandas 2.0, fix tests by @amrit110 in #497
• Report Template Update by @a-kore in #496
• added model info card to sidebar by @KaranSwatch in #498
• Update model report links by @amrit110 in #500
• Add separate classes for classification tasks by @amrit110 in #501
• fix slice title formatting error by @a-kore in #502

New Contributors

• @KaranSwatch made their first contribution in #498

Full Changelog: v0.1.40...v0.2.0.dev0

CyclOps v0.1.40

What's Changed

• Improve tests across vm by @amrit110 in #492
• Remove few dev deps by @amrit110 in #493
• Remove legacy visualizer app code, and dependencies by @amrit110 in #494
• Remove query package to port as a new tool by @amrit110 in #495

Full Changelog: v0.1.39...v0.1.40