QData/spacetimeformer
Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."
Jupyter NotebookMIT
Issues
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`configure_optimizers` must include a monitor when a `ReduceLROnPlateau` scheduler is used. For example: {"optimizer": optimizer, "lr_scheduler": scheduler, "monitor": "metric_to_track"}
#94 opened by pdy265 - 5
MisconfigurationException: `configure_optimizers` must include a monitor when a `ReduceLROnPlateau` scheduler is used
#79 opened by adewdev - 2
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Huggingface Integration
#86 opened by wangyifan - 0
prediction vs labels
#91 opened by TayyabaZainab0807 - 8
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Memory requirements to replicate on Pems-Bay
#88 opened by steve3nto - 3
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Getting error on PEMS-BAY dataset
#61 opened by kadattack - 1
Where to find used data?
#68 opened by DenisUllmann - 2
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Pip installation
#82 opened by nchesk - 0
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errors when training for custom dataset
#64 opened by harshnandwana - 0
Random seed
#77 opened by ziyulu-uw - 0
Colab installation
#76 opened by raul-parada - 0
how should I find the datas for example
#75 opened by pdy265 - 3
module 'tqdm' has no attribute 'auto'
#73 opened by winmoh - 1
Module pytorch_lightning not found
#72 opened by emregucerr - 0
Multivariate sequence to univariate sequence
#71 opened by njujinchun - 1
Request to Submit PR for Issues
#69 opened by dancassin - 2
Non-Time Independent Variable
#55 opened by manuelarturosantana - 2
Pickle issue due to lambda functions
#67 opened by josh0tt - 0
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Time Emb Dim
#63 opened by angmc - 0
Inference samples
#62 opened by ezelanza - 5
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Spacetimeformer invalid accelerator name
#60 opened by alre5639 - 4
"CUDA extension for cauchy multiplication not found" when running toy project
#45 opened by christofer-f - 2
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How do the results compare to the Autoformer?
#56 opened by ZetiMente - 0
Purpose of ignore_col Parameter?
#58 opened - 1
All forecast values close to mean value
#50 opened - 3
Issue while loading a model
#51 opened by jgcb00 - 1
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Input of Time2Vec embed
#53 opened by MBelniak - 1
The results of attn in the prediction outputs
#49 opened by daxiang415 - 1
PyTorch 1.12 with device "mps" for apple m1
#46 opened by jeanjerome - 2
How should I set the epoch?
#43 opened by GA12WAINM - 2
OSError: libtorch_global_deps.so: cannot open shared object file: No such file or directory
#44 opened by mateibejan1 - 2
Training loop broken
#39 opened by ferdinandl007 - 1
Misconfiguration Exception
#38 opened by AlfredT15 - 1
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