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tilman151
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rul-datasets
A collection of datasets for RUL estimation as Lightning Data Modules.
https://krokotsch.eu/rul-datasets
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Different data processing in C-MAPSS and N-C-MAPSS
#66
lurenyi233
closed
1 week ago
2
Test Datasets of C-MAPSS for each FD missing Samples
#65
eTuDpy
closed
5 months ago
2
C-MAPSS: How to Scale y-Data / RUL Values
#64
eTuDpy
closed
5 months ago
1
fix: entity splitting bug in NCMAPSS
#63
tilman151
closed
6 months ago
0
feat: spead up loading NCMAPSS
#62
tilman151
closed
6 months ago
0
fix: ensure NCMAPSS scaling range is tuple
#61
tilman151
closed
7 months ago
0
fix: apply max RUL for NCMAPSS correctly
#60
tilman151
closed
7 months ago
0
Neue Codierung
#59
ZhengyanZhu
closed
8 months ago
0
Add docstrings
#58
ZhengyanZhu
closed
8 months ago
0
Add scaling_range and new test for scaling_range
#57
ZhengyanZhu
closed
8 months ago
0
docs: update and fix format
#56
tilman151
closed
10 months ago
0
feat: reduce memory footprint
#55
tilman151
closed
10 months ago
0
fix: make handling data with more batch dimensions possible
#54
tilman151
closed
10 months ago
0
fix: make downloading from GDrive more robust
#53
tilman151
closed
10 months ago
0
chore(deps-dev): bump notebook from 7.0.6 to 7.0.7
#52
dependabot[bot]
closed
10 months ago
0
feat: add auto-download for ncmapss
#51
tilman151
closed
10 months ago
0
chore: enable using torch 2
#50
tilman151
closed
10 months ago
0
feat: add ncmapss
#49
tilman151
closed
10 months ago
0
feat: add degraded only option
#48
tilman151
closed
11 months ago
0
fix: normalize pair distances only if max_rul is set
#47
tilman151
closed
11 months ago
0
fix: add missing hparams for bearing datasets
#46
tilman151
closed
11 months ago
0
feat: use data module for paired dataset
#45
tilman151
closed
11 months ago
0
docs: fix docstring examples
#44
tilman151
closed
1 year ago
0
Example code error
#43
keyplay
closed
1 year ago
1
feat: extend hyperparameters of data modules
#42
tilman151
closed
1 year ago
0
Bump pymdown-extensions from 9.7 to 10.0
#41
dependabot[bot]
closed
1 year ago
1
Bump grpcio from 1.50.0 to 1.53.0
#40
dependabot[bot]
closed
1 year ago
0
Bump pillow from 9.3.0 to 10.0.1
#39
dependabot[bot]
closed
1 year ago
1
rul-estimator in docs/use_cases/libraries.md
#38
lewisj34
closed
1 year ago
1
fix: relax same-object limitation for manual feature extractor
#37
tilman151
closed
1 year ago
0
Error about installation
#36
SWUFEzyf
closed
1 year ago
3
fix: behavior of split healthy in extreme cases
#35
tilman151
closed
1 year ago
0
fix: split healthy splits correctly by step and max RUL
#34
tilman151
closed
1 year ago
0
fix: latent align adaption respects feature extractor of RUL dm
#33
tilman151
closed
1 year ago
0
fix: load_multiple crashed with empty input list
#32
tilman151
closed
1 year ago
0
feat: truncate percent broken only on degrading part
#31
tilman151
closed
1 year ago
0
fix: error on windowing runs shorter than window size
#30
tilman151
closed
1 year ago
0
Bump ipython from 8.7.0 to 8.10.0
#29
dependabot[bot]
closed
10 months ago
2
Bump markdown-it-py from 2.1.0 to 2.2.0
#28
dependabot[bot]
closed
10 months ago
2
Bump werkzeug from 2.2.2 to 2.2.3
#27
dependabot[bot]
closed
10 months ago
3
feat: add inductive adaption mode
#26
tilman151
closed
1 year ago
0
feat: add latent align dataset
#25
tilman151
closed
1 year ago
0
fix: make source/target pairing in AdaptionDataset non-deterministic
#24
tilman151
closed
1 year ago
0
feat: add first-time-to-predict option to FEMTO and XJTU-SY
#23
tilman151
closed
1 year ago
0
fix: adjust targets when extractor can change number of samples
#22
tilman151
closed
1 year ago
0
fix: warnings in tests
#21
tilman151
closed
1 year ago
0
docs: add documentation for condition aware scaling
#20
tilman151
closed
1 year ago
0
feat: add operation condition aware scaling to CMAPSS
#19
tilman151
closed
1 year ago
0
feat: make re-windowing after feature extraction optional
#18
tilman151
closed
1 year ago
0
Bump wheel from 0.37.1 to 0.38.1
#17
dependabot[bot]
closed
1 year ago
1
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