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WenjieDu
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BenchPOTS
a Python toolbox for benchmarking machine learning on POTS (Partially-Observed Time Series), supporting processing pipelines of 172 public time-series datasets
BSD 3-Clause "New" or "Revised" License
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Reproducible train/test/val splits
#21
eroell
opened
3 days ago
1
Fix code example in README.md
#20
AlexandreAbraham
opened
3 weeks ago
0
Add random walk dataset and release v0.3
#19
WenjieDu
closed
2 months ago
0
Add random walk dataset
#18
WenjieDu
closed
2 months ago
0
Encode string labels in UCR&UEA datasets into int type
#17
WenjieDu
closed
3 months ago
0
Cannot save string labels of UCR&UEA datasets into hdf5
#16
WenjieDu
closed
3 months ago
0
Add use_cache argument to load dataset function (forwarded to TSDB)
#15
hljubic
opened
3 months ago
1
Check if rate is string and can be converted to float
#14
hljubic
opened
3 months ago
0
Add pyproject.toml, unit testing cases, workflows, issue and pr templates
#13
WenjieDu
closed
3 months ago
0
Config the project with pyproject.toml
#12
WenjieDu
closed
3 months ago
0
Request for the loading function of the dataset `vessel_ais`
#11
xuliang97
closed
3 months ago
4
Add Solar Alabama processing pipeline and request tsdb>=0.5
#10
WenjieDu
closed
4 months ago
0
Update preprocess_pems_traffic() and add localized functions
#9
WenjieDu
closed
4 months ago
0
Update `preprocess_pems_traffic()`
#8
WenjieDu
closed
4 months ago
0
Remove functions from PyPOTS and localize them
#7
WenjieDu
closed
4 months ago
0
Update dependencies and release v0.1.1
#6
WenjieDu
closed
4 months ago
0
Update preprocessing funcs
#5
WenjieDu
closed
4 months ago
0
Add seq missing and block missing patterns for dataset generation
#4
WenjieDu
closed
5 months ago
0
Update physionet2019 pipeline
#3
WenjieDu
closed
5 months ago
0
Add `feature` arg in preprocess_physionet2012 to enable feature selection
#2
WenjieDu
closed
5 months ago
0
feat: add preprocess_physionet2019;
#1
yyysjz1997
closed
5 months ago
0