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TorchSpatiotemporal
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tsl
tsl: a PyTorch library for processing spatiotemporal data.
https://torch-spatiotemporal.readthedocs.io/
MIT License
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Time index as inputs in forward
#48
Viet1004
closed
6 days ago
5
Univariate Regression with SpatioTemporal Dynamics
#47
ggmirandac
opened
4 weeks ago
1
Pre-processing for train/val/test vs predict
#46
agoodge
opened
1 month ago
0
scalers dict
#45
agoodge
closed
1 month ago
3
Cannot retrieve samples from SpatioTemporalDataset when using scalers
#44
tboussaid
closed
1 month ago
1
Dynamic Graph Topology in SpatioTemporalDataset
#43
brianhuey
opened
2 months ago
0
Question: What is the best way to use multiple SpatioTemporalDatasets?
#42
Anjum48
opened
3 months ago
1
How to use covariates
#41
tboussaid
closed
3 months ago
2
keys method is not iterable
#40
LucaButera
opened
3 months ago
0
Missing support for `HeteroData`
#39
viktor-ktorvi
opened
4 months ago
0
Questions about masking and mask dependencies during train/val phases
#38
donofiva
closed
1 month ago
1
`libmamba` cannot resolve conda file
#37
gcoyle83
opened
5 months ago
1
add support for current torchvision & tsl versions
#36
Abusagit
closed
6 months ago
3
`get_connectivity` returns different adjacencies depending on layout
#35
Abusagit
closed
6 months ago
3
BUG in static_graph_collate function
#34
k-markov
opened
7 months ago
1
Add future covariates
#33
antonelse
closed
10 months ago
2
Fix problem related to param "axis" in Transformer class
#32
javiersgjavi
closed
11 months ago
1
ScalerModule masks Scaler transform
#31
LucaButera
opened
11 months ago
1
SpatioTemporalDataset.from_dataset does not accept the transform parameter.
#30
LucaButera
opened
11 months ago
1
Is the definition of connectivity in the AirQuality dataset wrong?
#29
javiersgjavi
closed
1 year ago
2
sensor locations from pems08
#28
StefanBloemheuvel
closed
1 year ago
2
Please provide some suggestions for multi timeseries training
#27
eromoe
opened
1 year ago
0
Update Lightning compatibility
#26
LucaButera
opened
1 year ago
0
[Improving Documentation] Contributing inspectable notebook for imputation on custom dataset
#25
b2jia
opened
1 year ago
2
Closes TorchSpatiotemporal/tsl#23
#24
LucaButera
opened
1 year ago
0
Add parameter to specify which is the time dimension in MaskedMetric
#23
LucaButera
opened
1 year ago
1
Shapes of input data
#22
LaurentBerder
opened
1 year ago
4
Pandas version
#21
LaurentBerder
closed
1 year ago
2
Doubt about Masked Metric's init
#20
LucaButera
closed
1 year ago
1
added pre commit linting
#19
LucaButera
closed
1 year ago
0
refactoring and formatting CI
#18
LucaButera
closed
1 year ago
0
Error while training the model in the example notebook: a_gentle_introduction_to_tsl.ipynb
#17
Capitolhill
closed
1 year ago
3
error at test : test_example_imputation
#16
Tianxu-Jia
closed
1 year ago
1
Method to specify save location of a dataset
#15
StefanBloemheuvel
closed
1 year ago
1
Trouble with Hydra, perhaps other way to run the examples?
#14
StefanBloemheuvel
closed
1 year ago
1
The explanation of training mask and eval mask
#13
chenxiaodanhit
closed
1 year ago
5
Differences of args in ImputationDataset between tsl-0.1.1 and the latest
#12
mrluin
closed
1 year ago
1
The examples are not working, perhaps some info is missing
#11
StefanBloemheuvel
closed
1 year ago
5
TypeError: on_train_batch_start() takes 3 positional arguments but 4 were given
#10
BasinChen
closed
1 year ago
5
Imputation: change number of nodes after training
#9
ucsky
closed
2 years ago
1
Running imputation with multiple GPUs
#8
ucsky
closed
2 years ago
1
Reconstruction of the time series after predict
#7
ucsky
closed
2 years ago
2
Test
#6
dzambon
closed
2 years ago
0
Datasets with several channels
#5
ucsky
closed
2 years ago
2
Add method for datetime_holidays features
#4
steve3nto
closed
2 years ago
0
Dev
#3
arahosu
closed
2 years ago
0
checks the arguments before they are updated with the config args
#2
danielluger
closed
2 years ago
1
The version available on `pip` is stale and does not work with the tutorial notebook. Is it possible to make a new release?
#1
pratyai
closed
2 years ago
1