QData spacetimeformer issues

QData / spacetimeformer

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."

https://arxiv.org/abs/2109.12218

MIT License

806 stars 192 forks source link

issues

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Publication of Training Commands

#97 Leo-VK opened 4 months ago
1
using own dataset

#96 KKindom opened 4 months ago
0
Question regarding the use of projected exogenous variable values

#95 azylbertal opened 4 months ago
0
`configure_optimizers` must include a monitor when a `ReduceLROnPlateau` scheduler is used. For example: {"optimizer": optimizer, "lr_scheduler": scheduler, "monitor": "metric_to_track"}

#94 pdy265 opened 8 months ago
2
Unable to reproduce results for spacetimeformer

#93 TayyabaZainab0807 opened 9 months ago
3
Branch 1

#92 BeastOrchestra opened 10 months ago
0
prediction vs labels

#91 TayyabaZainab0807 opened 10 months ago
0
ValueError: SyncBatchNorm layers only work with GPU modules

#90 LundinMachine opened 10 months ago
2
Working with custom dataset, IndexError: index out of range in self

#89 varundesai10 opened 11 months ago
1
Memory requirements to replicate on Pems-Bay

#88 steve3nto opened 11 months ago
2
Smooth sharp edges

#87 brdbry opened 11 months ago
1
Huggingface Integration

#86 wangyifan opened 1 year ago
1
Koldo tfm

#85 koldoo02 opened 1 year ago
0
Epa

#84 koldoo02 closed 1 year ago
1
Error while resuming training from saved checkpoint

#83 DeepakLabh opened 1 year ago
0
Pip installation

#82 nchesk opened 1 year ago
0
colab

#81 igormis opened 1 year ago
0
Training with custom dataset. Error: object is not callable

#80 HiFei4869 opened 1 year ago
2
MisconfigurationException: `configure_optimizers` must include a monitor when a `ReduceLROnPlateau` scheduler is used

#79 adewdev opened 1 year ago
5
TypeError: accuracy() missing 1 required positional argument: 'task'

#78 Harishu1998 opened 1 year ago
1
Random seed

#77 ziyulu-uw opened 1 year ago
0
Colab installation

#76 raul-parada opened 1 year ago
0
how should I find the datas for example

#75 pdy265 opened 1 year ago
0
AttributeError: module 'tqdm' has no attribute 'auto'

#74 PeterAyad opened 1 year ago
9
module 'tqdm' has no attribute 'auto'

#73 winmoh closed 1 year ago
3
Module pytorch_lightning not found

#72 emregucerr opened 1 year ago
1
Multivariate sequence to univariate sequence

#71 njujinchun opened 1 year ago
0
Paper v3

#70 jakegrigsby closed 1 year ago
0
Request to Submit PR for Issues

#69 dancassin closed 1 year ago
1
Where to find used data?

#68 DenisUllmann opened 1 year ago
1
Pickle issue due to lambda functions

#67 josh0tt closed 1 year ago
2
Average of different prediction horizons as a metric?

#66 santoshatchi opened 1 year ago
3
`torchvision` and `opt_einsum` not installed by `requirements.txt`

#65 jacksonthall22 opened 1 year ago
0
errors when training for custom dataset

#64 harshnandwana opened 1 year ago
5
Time Emb Dim

#63 angmc opened 1 year ago
0
Inference samples

#62 ezelanza opened 1 year ago
0
Getting error on PEMS-BAY dataset

#61 kadattack opened 2 years ago
3
Spacetimeformer invalid accelerator name

#60 alre5639 closed 2 years ago
2
Fix Masked Eval Stats and Add Metro Dset

#59 jakegrigsby closed 2 years ago
0
Purpose of ignore_col Parameter?

#58 ghost opened 2 years ago
0
Questions about Global-Attention and Decoder Fast-Attention

#57 ShuAiii closed 2 years ago
2
How do the results compare to the Autoformer?

#56 ZetiMente closed 2 years ago
2
Non-Time Independent Variable

#55 manuelarturosantana closed 2 years ago
2
How to set up the env (ModuleNotFoundError: No module named 'spacetimeformer')

#54 sam351 closed 2 years ago
1
Input of Time2Vec embed

#53 MBelniak closed 2 years ago
1
Summer Update

#52 jakegrigsby closed 2 years ago
0
Issue while loading a model

#51 jgcb00 closed 2 years ago
3
All forecast values close to mean value

#50 ghost opened 2 years ago
1
The results of attn in the prediction outputs

#49 daxiang415 closed 2 years ago
1
How to input npz format data to model training？

#48 1347919709 closed 2 years ago
1