TorchSpatiotemporal/tsl

Issues

• Pre-processing for train/val/test vs predict

  #46 opened 4 months ago by agoodge
  1

• Univariate Regression with SpatioTemporal Dynamics

  #47 opened 2 months ago by ggmirandac
  2

• Time index as inputs in forward

  #48 opened 2 months ago by Viet1004
  5

• Questions about masking and mask dependencies during train/val phases

  #38 opened 4 months ago by donofiva
  1

• Cannot retrieve samples from SpatioTemporalDataset when using scalers

  #44 opened 4 months ago by tboussaid
  1

• scalers dict

  #45 opened 4 months ago by agoodge
  3

• Question: What is the best way to use multiple SpatioTemporalDatasets?

  #42 opened 5 months ago by Anjum48
  1

• Dynamic Graph Topology in SpatioTemporalDataset

  #43 opened 5 months ago by brianhuey
  0

• How to use covariates

  #41 opened 5 months ago by tboussaid
  2

• keys method is not iterable

  #40 opened 6 months ago by LucaButera
  0

• Missing support for `HeteroData`

  #39 opened 6 months ago by viktor-ktorvi
  0

• `libmamba` cannot resolve conda file

  #37 opened 7 months ago by gcoyle83
  1

• SpatioTemporalDataset.from_dataset does not accept the transform parameter.

  #30 opened a year ago by LucaButera
  1

• ScalerModule masks Scaler transform

  #31 opened a year ago by LucaButera
  1

• BUG in static_graph_collate function

  #34 opened 9 months ago by k-markov
  1

• `get_connectivity` returns different adjacencies depending on layout

  #35 opened 8 months ago by Abusagit
  3

• Add future covariates

  #33 opened a year ago by antonelse
  2

• Is the definition of connectivity in the AirQuality dataset wrong?

  #29 opened a year ago by javiersgjavi
  2

• Shapes of input data

  #22 opened 2 years ago by LaurentBerder
  4

• sensor locations from pems08

  #28 opened a year ago by StefanBloemheuvel
  2

• Please provide some suggestions for multi timeseries training

  #27 opened a year ago by eromoe
  0

• [Improving Documentation] Contributing inspectable notebook for imputation on custom dataset

  #25 opened 2 years ago by b2jia
  2

• Update Lightning compatibility

  #26 opened 2 years ago by LucaButera
  0

• Add parameter to specify which is the time dimension in MaskedMetric

  #23 opened 2 years ago by LucaButera
  1

• Error while training the model in the example notebook: a_gentle_introduction_to_tsl.ipynb

  #17 opened 2 years ago by Capitolhill
  3

• Pandas version

  #21 opened 2 years ago by LaurentBerder
  2

• The explanation of training mask and eval mask

  #13 opened 2 years ago by chenxiaodanhit
  5

• Doubt about Masked Metric's init

  #20 opened 2 years ago by LucaButera
  1

• Trouble with Hydra, perhaps other way to run the examples?

  #14 opened 2 years ago by StefanBloemheuvel
  1

• Method to specify save location of a dataset

  #15 opened 2 years ago by StefanBloemheuvel
  1

• error at test : test_example_imputation

  #16 opened 2 years ago by Tianxu-Jia
  1

• TypeError: on_train_batch_start() takes 3 positional arguments but 4 were given

  #10 opened 2 years ago by BasinChen
  5

• Differences of args in ImputationDataset between tsl-0.1.1 and the latest

  #12 opened 2 years ago by mrluin
  1

• The examples are not working, perhaps some info is missing

  #11 opened 2 years ago by StefanBloemheuvel
  5

• Imputation: change number of nodes after training

  #9 opened 2 years ago by ucsky
  1

• Running imputation with multiple GPUs

  #8 opened 2 years ago by ucsky
  1

• Reconstruction of the time series after predict

  #7 opened 2 years ago by ucsky
  2

• Datasets with several channels

  #5 opened 3 years ago by ucsky
  2

• checks the arguments before they are updated with the config args

  #2 opened 3 years ago by danielluger
  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 opened 3 years ago by pratyai
  1