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

808 stars 191 forks source link

issues

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How to interpret the forecast results of Toy2, exchange, NY-TX datasets

#47 GA12WAINM opened 2 years ago
1
PyTorch 1.12 with device "mps" for apple m1

#46 jeanjerome closed 2 years ago
1
"CUDA extension for cauchy multiplication not found" when running toy project

#45 christofer-f closed 2 years ago
4
OSError: libtorch_global_deps.so: cannot open shared object file: No such file or directory

#44 mateibejan1 opened 2 years ago
2
How should I set the epoch?

#43 GA12WAINM closed 2 years ago
2
Crypto

#42 ferdinandl007 opened 2 years ago
0
Sync v1.5 from private repo

#41 jakegrigsby closed 2 years ago
0
Adding additional dataset for training

#40 ferdinandl007 opened 2 years ago
6
Training loop broken

#39 ferdinandl007 closed 2 years ago
2
Misconfiguration Exception

#38 AlfredT15 closed 2 years ago
1
Guidance on how to modify training loop to use data from longitudinal study

#37 slppo opened 2 years ago
5
Question: Can we use Spacetimeformer for Recommendation?

#36 swami-venkatesan closed 2 years ago
1
Predict method

#35 jakegrigsby closed 2 years ago
0
add convenience prediction method #33

#34 jakegrigsby closed 2 years ago
0
Feature Request: Possible to Retrieve Raw Prediction Results?

#33 JCLGeorgia closed 2 years ago
1
One sample missed?

#32 qAp closed 2 years ago
1
Shape of `x_affine` in `Time2Vec`

#31 qAp closed 2 years ago
1
Add Missing Data Info to Given Embeddings

#30 jakegrigsby closed 2 years ago
1
Work around the StandardScaler broadcasting error in modern (1.0+) versions of sklearn

#29 jakegrigsby closed 2 years ago
0
Strange predictions.

#28 asmodaay opened 2 years ago
6
multiple-step ahead prediction for PeMS dataset

#27 rottenivy closed 2 years ago
1
adjust wandb account info, lr scheduler for version issue

#26 jakegrigsby closed 2 years ago
0
Where you given the location information of NY - TX in the asos model, like lat long

#25 jeevanu closed 2 years ago
2
How is the relationship between variables in different Spaces measured

#24 SingleXuu closed 2 years ago
1
GPU memory leak

#23 Suppersine closed 2 years ago
3
How many epochs?

#22 Suppersine closed 2 years ago
1
getting an error like this for the asos data

#21 jeevanu closed 2 years ago
1
Error in test

#20 TNA8 closed 2 years ago
1
How to get inference result?

#19 TNA8 closed 2 years ago
4
Unable to import spacetimeformer from spacetimeformer

#18 daniela-winkler closed 2 years ago
1
training_epoch_loop.py", line 486, in _update_learning_rates raise MisconfigurationException( pytorch_lightning.utilities.exceptions.MisconfigurationException: ReduceLROnPlateau conditioned on metric val/forecast_loss which is not available. Available metrics are: ['train/mape', 'train/mae', 'train/mse', 'train/rse', 'train/forecast_loss', 'train/class_loss', 'train/loss', 'train/acc']. Condition can be set using `monitor` key in lr scheduler dict

#17 jeevanu closed 2 years ago
6
ValueError( ValueError: Found array with dim 3. StandardScaler expected <= 2.

#16 jeevanu closed 2 years ago
1
Ploting

#15 jeevanu closed 2 years ago
1
Training times.

#14 InterHato closed 2 years ago
1
load_from_checkpoint error

#13 SingleXuu closed 2 years ago
3
0 value features causing issues with reverse scaling

#12 ghost closed 3 years ago
1
Question on dimensions of Datasets

#11 ghost closed 3 years ago
3
about number of features in prediction

#10 Madr75 closed 2 years ago
1
about start tokens

#9 abcde-1447 closed 2 years ago
1
ValueError: Found array with dim 3. StandardScaler expected <= 2

#8 gordonguo98 closed 3 years ago
2
Datasets

#7 LeftAttention closed 3 years ago
2
jupyter notebooks

#6 waudinio27 opened 3 years ago
2
Using the model to inference

#5 threadthreasher closed 3 years ago
4
Package Name "transformer_timeseries" --> "spacetimeformer"

#4 jakegrigsby closed 3 years ago
0
add sphinx docs to set up read-the-doc pages

#3 qiyanjun closed 3 years ago
0
PTGT

#2 benedekrozemberczki closed 3 years ago
1
Question about embedding

#1 kpmokpmo closed 3 years ago
4