Rul Datasets Versions Save

A collection of datasets for RUL estimation as Lightning Data Modules.

0.16.1

1 month ago

What's Changed

fix: ensure NCMAPSS scaling range is tuple by @tilman151 in https://github.com/tilman151/rul-datasets/pull/61

Full Changelog: https://github.com/tilman151/rul-datasets/compare/0.16.0...0.16.1

0.16.0

1 month ago

What's Changed

feat: custom scaling for NCMAPSS by @ZhengyanZhu in https://github.com/tilman151/rul-datasets/pull/59
fix: apply max RUL for NCMAPSS correctly by @tilman151 in https://github.com/tilman151/rul-datasets/pull/60

New Contributors

@ZhengyanZhu made their first contribution in https://github.com/tilman151/rul-datasets/pull/59

Full Changelog: https://github.com/tilman151/rul-datasets/compare/0.15.0...0.16.0

0.15.0

4 months ago

What's Changed

feat: reduce memory footprint by @tilman151 in https://github.com/tilman151/rul-datasets/pull/55
docs: update and fix format by @tilman151 in https://github.com/tilman151/rul-datasets/pull/56

Full Changelog: https://github.com/tilman151/rul-datasets/compare/0.14.1...0.15.0

0.14.1

4 months ago

What's Changed

feat: add auto-download for ncmapss by @tilman151 in https://github.com/tilman151/rul-datasets/pull/51
chore(deps-dev): bump notebook from 7.0.6 to 7.0.7 by @dependabot in https://github.com/tilman151/rul-datasets/pull/52
fix: make downloading from GDrive more robust by @tilman151 in https://github.com/tilman151/rul-datasets/pull/53
fix: make handling data with more batch dimensions possible by @tilman151 in https://github.com/tilman151/rul-datasets/pull/54

Full Changelog: https://github.com/tilman151/rul-datasets/compare/0.14.0...0.14.1

0.14.0

4 months ago

This release adds the N-C-MAPSS dataset and enables using torch 2 and pytorch-lighting 2.

What's Changed

feat: add ncmapss by @tilman151 in https://github.com/tilman151/rul-datasets/pull/49
chore: enable using torch 2 by @tilman151 in https://github.com/tilman151/rul-datasets/pull/50

Full Changelog: https://github.com/tilman151/rul-datasets/compare/0.13.0...0.14.0

0.13.0

5 months ago

What's Changed

feat: add degraded only option by @tilman151 in https://github.com/tilman151/rul-datasets/pull/48

Full Changelog: https://github.com/tilman151/rul-datasets/compare/0.12.0...0.13.0

0.12.0

5 months ago

What's Changed

feat: use data module for paired dataset by @tilman151 in https://github.com/tilman151/rul-datasets/pull/45
fix: add missing hparams for bearing datasets by @tilman151 in https://github.com/tilman151/rul-datasets/pull/46
fix: normalize pair distances only if max_rul is set by @tilman151 in https://github.com/tilman151/rul-datasets/pull/47

Full Changelog: https://github.com/tilman151/rul-datasets/compare/0.11.1...0.12.0

0.11.1

6 months ago

What's Changed

docs: fix docstring examples by @tilman151 in https://github.com/tilman151/rul-datasets/pull/44

Full Changelog: https://github.com/tilman151/rul-datasets/compare/0.11.0...0.11.1

0.11.0

6 months ago

What's Changed

Bump grpcio from 1.50.0 to 1.53.0 by @dependabot in https://github.com/tilman151/rul-datasets/pull/40
Bump pymdown-extensions from 9.7 to 10.0 by @dependabot in https://github.com/tilman151/rul-datasets/pull/41
Bump pillow from 9.3.0 to 10.0.1 by @dependabot in https://github.com/tilman151/rul-datasets/pull/39
feat: extend hyperparameters of data modules by @tilman151 in https://github.com/tilman151/rul-datasets/pull/42

Full Changelog: https://github.com/tilman151/rul-datasets/compare/0.10.5...0.11.0

0.10.5

10 months ago

What's Changed

fix: relax same-object limitation for manual feature extractor by @tilman151 in https://github.com/tilman151/rul-datasets/pull/37

Full Changelog: https://github.com/tilman151/rul-datasets/compare/0.10.4...0.10.5