AIStream-Peelout/flow-forecast
Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).
PythonGPL-3.0
Pinned issues
Issues
- 0
Inverted Transformer errors when only forecasting a single target (or not all)
#741 opened by isaacmg - 0
- 1
Clarify batch size in tutorials
#602 opened by isaacmg - 0
- 1
Informer bug GPU
#463 opened by isaacmg - 0
Add `A Time Series is Worth 64 Words: Long-term Forecasting with Transformers`
#692 opened by isaacmg - 0
Paper 4 icml context
#704 opened by isaacmg - 0
Anomaly transformer
#605 opened by isaacmg - 0
Question: Transformer for time series
#711 opened by jannik-scheider - 0
- 0
- 1
How to start by using config.json
#684 opened by Conliq - 2
Anyway for specifying "future known" variables?
#680 opened by pivettamarcos - 1
- 1
- 1
Use not csv table but numpy arrays
#661 opened by max6457 - 4
Support multi-GPU training
#676 opened by srogatch - 0
- 1
D-Linear out-putting fragmented forecasts 1
#652 opened by isaacmg - 1
Upgrade to PyTorch 2.0
#645 opened by isaacmg - 1
Dependency issues Numba and Numpy
#629 opened by ssvenoe - 0
Example auto-encoder time series
#603 opened by isaacmg - 2
- 1
Fix error with trainer tests timing out
#534 opened by isaacmg - 1
- 0
Probabilistic plots
#604 opened by isaacmg - 2
- 0
Add vanilla GRU
#597 opened by isaacmg - 2
Replace all print statements with proper logging
#467 opened by isaacmg - 2
404 of project board
#592 opened by chilin0525 - 2
- 10
Issues with multi target problem
#364 opened by Vergangenheit - 0
Bug running classification with focal loss on GPU
#520 opened by isaacmg - 1
About time between data and data
#500 opened by tony-yun - 3
I wonder if the result is "cfs"or not
#485 opened by tony-yun - 1
Add option to shuffle during training
#475 opened by isaacmg - 0
PyTorch Geo Temporal Integration
#489 opened by isaacmg - 1
Have a problem about StandardScaler
#482 opened by gayo66 - 2
I have a question about LSTM
#481 opened by tony-yun - 0
Integration with AWS
#476 opened by isaacmg - 4
DecoderTransformer not implemented as paper at all
#470 opened by mvccn - 5
- 5
Poor informer performance
#407 opened by isaacmg - 1
Where is predicted height?
#450 opened by JJNET - 4
Error when using Informer: TypeError: forward() missing 3 required positional arguments: 'x_mark_enc', 'x_dec', and 'x_mark_dec'
#442 opened by strakehyr - 5
Error when using SimpleTransformer: TypeError("forward() missing 1 required positional argument: 't'")
#372 opened by joelrorseth - 2
Unittest errors with new version of sklearn
#413 opened by isaacmg - 0
DA-RNN doesn't work for multiple targets
#393 opened by isaacmg - 2
- 3
Error when I use SimpleTransformer
#367 opened by xuesyn