QData/spacetimeformer issues and pull requests

#97 - Publication of Training Commands

Issue - State: open - Opened by Leo-VK 4 months ago

#96 - using own dataset

Issue - State: open - Opened by KKindom 4 months ago

#95 - Question regarding the use of projected exogenous variable values

Issue - State: open - Opened by azylbertal 5 months ago

#94 - `configure_optimizers` must include a monitor when a `ReduceLROnPlateau` scheduler is used. For example: {"optimizer": optimizer, "lr_scheduler": scheduler, "monitor": "metric_to_track"}

Issue - State: open - Opened by pdy265 8 months ago - 2 comments

#93 - Unable to reproduce results for spacetimeformer

Issue - State: open - Opened by TayyabaZainab0807 9 months ago - 2 comments

#92 - Branch 1

Pull Request - State: open - Opened by BeastOrchestra 10 months ago

#91 - prediction vs labels

Issue - State: open - Opened by TayyabaZainab0807 11 months ago

#90 - ValueError: SyncBatchNorm layers only work with GPU modules

Issue - State: open - Opened by LundinMachine 11 months ago - 2 comments

#89 - Working with custom dataset, IndexError: index out of range in self

Issue - State: open - Opened by varundesai10 11 months ago - 1 comment

#88 - Memory requirements to replicate on Pems-Bay

Issue - State: open - Opened by steve3nto 12 months ago - 2 comments

#87 - Smooth sharp edges

Pull Request - State: open - Opened by brdbry 12 months ago - 1 comment

#86 - Huggingface Integration

Issue - State: open - Opened by wangyifan about 1 year ago - 1 comment

#85 - Koldo tfm

Pull Request - State: open - Opened by koldoo02 about 1 year ago

#84 - Epa

Pull Request - State: closed - Opened by koldoo02 about 1 year ago - 1 comment

#83 - Error while resuming training from saved checkpoint

Issue - State: open - Opened by DeepakLabh about 1 year ago

#82 - Pip installation

Issue - State: open - Opened by nchesk about 1 year ago

#81 - colab

Issue - State: open - Opened by igormis over 1 year ago

#80 - Training with custom dataset. Error: object is not callable

Issue - State: open - Opened by HiFei4869 over 1 year ago - 2 comments

#79 - MisconfigurationException: `configure_optimizers` must include a monitor when a `ReduceLROnPlateau` scheduler is used

Issue - State: open - Opened by adewdev over 1 year ago - 5 comments

#78 - TypeError: accuracy() missing 1 required positional argument: 'task'

Issue - State: open - Opened by Harishu1998 over 1 year ago - 1 comment

#77 - Random seed

Issue - State: open - Opened by ziyulu-uw over 1 year ago

#76 - Colab installation

Issue - State: open - Opened by raul-parada over 1 year ago

#75 - how should I find the datas for example

Issue - State: open - Opened by pdy265 over 1 year ago

#74 - AttributeError: module 'tqdm' has no attribute 'auto'

Issue - State: open - Opened by PeterAyad over 1 year ago - 9 comments

#73 - module 'tqdm' has no attribute 'auto'

Issue - State: closed - Opened by winmoh over 1 year ago - 3 comments

#72 - Module pytorch_lightning not found

Issue - State: open - Opened by emregucerr over 1 year ago - 1 comment

#71 - Multivariate sequence to univariate sequence

Issue - State: open - Opened by njujinchun over 1 year ago

#70 - Paper v3

Pull Request - State: closed - Opened by jakegrigsby over 1 year ago

#69 - Request to Submit PR for Issues

Issue - State: closed - Opened by dancassin over 1 year ago - 1 comment

#68 - Where to find used data?

Issue - State: open - Opened by DenisUllmann over 1 year ago - 1 comment

#67 - Pickle issue due to lambda functions

Issue - State: closed - Opened by josh0tt over 1 year ago - 2 comments

#66 - Average of different prediction horizons as a metric?

Issue - State: open - Opened by santoshatchi almost 2 years ago - 3 comments

#65 - `torchvision` and `opt_einsum` not installed by `requirements.txt`

Issue - State: open - Opened by jacksonthall22 almost 2 years ago

#64 - errors when training for custom dataset

Issue - State: open - Opened by harshnandwana almost 2 years ago - 5 comments

#63 - Time Emb Dim

Issue - State: open - Opened by angmc almost 2 years ago

#62 - Inference samples

Issue - State: open - Opened by ezelanza almost 2 years ago

#61 - Getting error on PEMS-BAY dataset

Issue - State: open - Opened by kadattack about 2 years ago - 3 comments

#60 - Spacetimeformer invalid accelerator name

Issue - State: closed - Opened by alre5639 about 2 years ago - 2 comments

#59 - Fix Masked Eval Stats and Add Metro Dset

Pull Request - State: closed - Opened by jakegrigsby over 2 years ago

#58 - Purpose of ignore_col Parameter?

Issue - State: open - Opened by ghost over 2 years ago

#57 - Questions about Global-Attention and Decoder Fast-Attention

Issue - State: closed - Opened by ShuAiii over 2 years ago - 2 comments

#56 - How do the results compare to the Autoformer?

Issue - State: closed - Opened by ZetiMente over 2 years ago - 2 comments

#55 - Non-Time Independent Variable

Issue - State: closed - Opened by manuelarturosantana over 2 years ago - 2 comments

#54 - How to set up the env (ModuleNotFoundError: No module named 'spacetimeformer')

Issue - State: closed - Opened by sam351 over 2 years ago - 1 comment

#53 - Input of Time2Vec embed

Issue - State: closed - Opened by MBelniak over 2 years ago - 1 comment

#52 - Summer Update

Pull Request - State: closed - Opened by jakegrigsby over 2 years ago

#51 - Issue while loading a model

Issue - State: closed - Opened by jgcb00 over 2 years ago - 3 comments

#50 - All forecast values close to mean value

Issue - State: open - Opened by ghost over 2 years ago - 1 comment

#49 - The results of attn in the prediction outputs

Issue - State: closed - Opened by daxiang415 over 2 years ago - 1 comment

#48 - How to input npz format data to model training？

Issue - State: closed - Opened by 1347919709 over 2 years ago - 1 comment

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

Issue - State: open - Opened by GA12WAINM over 2 years ago - 1 comment

#46 - PyTorch 1.12 with device "mps" for apple m1

Issue - State: closed - Opened by jeanjerome over 2 years ago - 1 comment

#45 - "CUDA extension for cauchy multiplication not found" when running toy project

Issue - State: closed - Opened by christofer-f over 2 years ago - 4 comments

#44 - OSError: libtorch_global_deps.so: cannot open shared object file: No such file or directory

Issue - State: open - Opened by mateibejan1 over 2 years ago - 2 comments

#43 - How should I set the epoch?

Issue - State: closed - Opened by GA12WAINM over 2 years ago - 2 comments

#42 - Crypto

Pull Request - State: open - Opened by ferdinandl007 over 2 years ago

#41 - Sync v1.5 from private repo

Pull Request - State: closed - Opened by jakegrigsby over 2 years ago

#40 - Adding additional dataset for training

Pull Request - State: open - Opened by ferdinandl007 over 2 years ago - 6 comments

#39 - Training loop broken

Issue - State: closed - Opened by ferdinandl007 over 2 years ago - 2 comments

#38 - Misconfiguration Exception

Issue - State: closed - Opened by AlfredT15 over 2 years ago - 1 comment

#37 - Guidance on how to modify training loop to use data from longitudinal study

Issue - State: open - Opened by slppo over 2 years ago - 5 comments

#36 - Question: Can we use Spacetimeformer for Recommendation?

Issue - State: closed - Opened by swami-venkatesan over 2 years ago - 1 comment

#35 - Predict method

Pull Request - State: closed - Opened by jakegrigsby almost 3 years ago

#34 - add convenience prediction method #33

Pull Request - State: closed - Opened by jakegrigsby almost 3 years ago

#33 - Feature Request: Possible to Retrieve Raw Prediction Results?

Issue - State: closed - Opened by JCLGeorgia almost 3 years ago - 1 comment

#32 - One sample missed?

Issue - State: closed - Opened by qAp almost 3 years ago - 1 comment

#31 - Shape of `x_affine` in `Time2Vec`

Issue - State: closed - Opened by qAp almost 3 years ago - 1 comment

#30 - Add Missing Data Info to Given Embeddings

Pull Request - State: closed - Opened by jakegrigsby almost 3 years ago - 1 comment

#29 - Work around the StandardScaler broadcasting error in modern (1.0+) versions of sklearn

Pull Request - State: closed - Opened by jakegrigsby almost 3 years ago

#28 - Strange predictions.

Issue - State: open - Opened by asmodaay almost 3 years ago - 6 comments

#27 - multiple-step ahead prediction for PeMS dataset

Issue - State: closed - Opened by rottenivy almost 3 years ago - 1 comment

#26 - adjust wandb account info, lr scheduler for version issue

Pull Request - State: closed - Opened by jakegrigsby almost 3 years ago

#25 - Where you given the location information of NY - TX in the asos model, like lat long

Issue - State: closed - Opened by jeevanu almost 3 years ago - 2 comments

#24 - How is the relationship between variables in different Spaces measured

Issue - State: closed - Opened by SingleXuu almost 3 years ago - 1 comment

#23 - GPU memory leak

Issue - State: closed - Opened by Suppersine almost 3 years ago - 3 comments

#22 - How many epochs?

Issue - State: closed - Opened by Suppersine almost 3 years ago - 1 comment

#21 - getting an error like this for the asos data

Issue - State: closed - Opened by jeevanu almost 3 years ago - 1 comment

#20 - Error in test

Issue - State: closed - Opened by TNA8 almost 3 years ago - 1 comment

#19 - How to get inference result?

Issue - State: closed - Opened by TNA8 almost 3 years ago - 4 comments

#18 - Unable to import spacetimeformer from spacetimeformer

Issue - State: closed - Opened by daniela-winkler almost 3 years ago - 1 comment

#17 - 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

Issue - State: closed - Opened by jeevanu almost 3 years ago - 6 comments

#16 - ValueError( ValueError: Found array with dim 3. StandardScaler expected <= 2.

Issue - State: closed - Opened by jeevanu almost 3 years ago - 1 comment

#15 - Ploting

Issue - State: closed - Opened by jeevanu almost 3 years ago - 1 comment

#14 - Training times.

Issue - State: closed - Opened by InterHato almost 3 years ago - 1 comment

#13 - load_from_checkpoint error

Issue - State: closed - Opened by SingleXuu almost 3 years ago - 3 comments

#12 - 0 value features causing issues with reverse scaling

Issue - State: closed - Opened by ghost about 3 years ago - 1 comment

#11 - Question on dimensions of Datasets

Issue - State: closed - Opened by ghost about 3 years ago - 3 comments

#10 - about number of features in prediction

Issue - State: closed - Opened by Madr75 about 3 years ago - 1 comment

#9 - about start tokens

Issue - State: closed - Opened by abcde-1447 about 3 years ago - 1 comment

#8 - ValueError: Found array with dim 3. StandardScaler expected <= 2

Issue - State: closed - Opened by gordonguo98 about 3 years ago - 2 comments

#7 - Datasets

Issue - State: closed - Opened by LeftAttention about 3 years ago - 2 comments

#6 - jupyter notebooks

Issue - State: open - Opened by waudinio27 about 3 years ago - 2 comments

#5 - Using the model to inference

Issue - State: closed - Opened by threadthreasher about 3 years ago - 4 comments

#4 - Package Name "transformer_timeseries" --> "spacetimeformer"

Pull Request - State: closed - Opened by jakegrigsby about 3 years ago

#3 - add sphinx docs to set up read-the-doc pages

Pull Request - State: closed - Opened by qiyanjun about 3 years ago

#2 - PTGT

Issue - State: closed - Opened by benedekrozemberczki about 3 years ago - 1 comment

#1 - Question about embedding

Issue - State: closed - Opened by kpmokpmo about 3 years ago - 4 comments

GitHub / QData/spacetimeformer issues and pull requests