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GitHub / jdb78/pytorch-forecasting issues and pull requests

#1395 - Bump torch from 2.0.0 to 2.1.0

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#1394 - Bump pillow from 10.0.0 to 10.0.1

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago
Labels: dependencies

#1392 - Bump urllib3 from 1.26.16 to 1.26.17

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago
Labels: dependencies

#1391 - Bump coverage from 7.3.1 to 7.3.2

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#1390 - Bump pylint from 2.17.6 to 3.0.0

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago
Labels: dependencies

#1389 - Bump ipython from 8.12.2 to 8.12.3

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#1388 - Bump lightning from 2.0.9 to 2.0.9.post0

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#1387 - Bump fastapi from 0.103.1 to 0.103.2

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#1386 - Bump pylint from 2.17.5 to 2.17.6

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago
Labels: dependencies

#1384 - Bump scikit-learn from 1.3.0 to 1.3.1

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago
Labels: dependencies

#1383 - Bump pydata-sphinx-theme from 0.14.0 to 0.14.1

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#1382 - pytorch-forcasting installation fails due to Cython

Issue - State: open - Opened by pdellis111 almost 2 years ago

#1381 - Bump pydata-sphinx-theme from 0.13.3 to 0.14.0

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#1380 - Bump lightning from 2.0.8 to 2.0.9

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#1379 - Bump ipywidgets from 8.1.0 to 8.1.1

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago
Labels: dependencies

#1378 - Bump matplotlib from 3.7.2 to 3.7.3

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago
Labels: dependencies

#1377 - Bump matplotlib from 3.7.1 to 3.7.2

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#1376 - Bump black from 23.9.0 to 23.9.1

Pull Request - State: closed - Opened by dependabot[bot] almost 2 years ago - 1 comment
Labels: dependencies

#1375 - TSMixer

Pull Request - State: open - Opened by jdb78 almost 2 years ago - 2 comments

#1374 - Fix typo

Pull Request - State: closed - Opened by jdb78 almost 2 years ago

#1372 - update dependencies

Pull Request - State: closed - Opened by jdb78 almost 2 years ago - 1 comment

#1371 - N steps ahead forecasting

Issue - State: open - Opened by erl61 almost 2 years ago - 1 comment

#1370 - Decode groupIDs and targets

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

#1368 - Non-text categories

Issue - State: open - Opened by jwezel almost 2 years ago - 1 comment

#1367 - Don't I need to retrain after validating TFT model?

Issue - State: open - Opened by iba13001 almost 2 years ago

#1366 - Fix error when handing over trainer_kwargs to predict_depency()

Pull Request - State: closed - Opened by jurgispods almost 2 years ago - 1 comment

#1364 - Support for variable length timeseries

Issue - State: open - Opened by garethmd almost 2 years ago - 1 comment

#1363 - optimize_hyperparameters appears to hang – no output

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

#1361 - Questions about using TFT

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

#1360 - Get an error when creating dataset,how to fix it?

Issue - State: open - Opened by Lookforworld almost 2 years ago - 4 comments

#1359 - Bug Fix for #1071: NHiTs encoder/decoder covariate size difference bug

Pull Request - State: closed - Opened by bendavidsteel almost 2 years ago - 3 comments

#1357 - Bugfix: handle case where 'losses' is a list of tensors

Pull Request - State: open - Opened by TeodorChiaburu almost 2 years ago - 1 comment

#1354 - Issue with TFT generating empty features in torch/nn/modules/linear.py

Issue - State: closed - Opened by Loggy48 about 2 years ago - 2 comments

#1353 - fix api bugs and different devices calculation bug

Pull Request - State: closed - Opened by jacktang about 2 years ago - 2 comments

#1352 - SMAPE() Expected all tensors to be on the same device

Issue - State: closed - Opened by jacktang about 2 years ago - 1 comment

#1349 - TFT assertion error when tuning the learning rate for missing loss tensor

Issue - State: closed - Opened by anita-clement about 2 years ago - 1 comment

#1347 - Add learning rate schedule

Issue - State: open - Opened by dancivitarese about 2 years ago

#1346 - [CHORE] Fixed Python docstring for `TimeSeriesDataSet` object

Pull Request - State: closed - Opened by andre-marcos-perez about 2 years ago - 1 comment

#1345 - TFT prediction at inference time for unseen entity key fails

Issue - State: open - Opened by andre-marcos-perez about 2 years ago - 6 comments

#1344 - Adding more transformer based models?

Issue - State: open - Opened by gabriead about 2 years ago

#1342 - Version update on conda-forge (1.0.0 & 0.10.3)

Issue - State: open - Opened by Tatosx2 about 2 years ago

#1341 - Handling Interrupted Series

Issue - State: open - Opened by DonLeif about 2 years ago

#1340 - Add None as valid type for target_normalizer

Pull Request - State: closed - Opened by tmct about 2 years ago - 2 comments

#1336 - Decoding to get the original x and y back

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

#1334 - Is there a get started example for LSTM?

Issue - State: open - Opened by Med-Rokaimi about 2 years ago - 1 comment

#1333 - feature request: support for time-event data

Issue - State: open - Opened by HananInfiniGrow about 2 years ago

#1332 - Temporal Fusion Transformer gives constant prediction

Issue - State: open - Opened by manitadayon about 2 years ago - 40 comments

#1331 - Questions about fine-tuning a DeepAR model

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

#1329 - How to apply scaler from training set on test set

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

#1328 - Partial import of sklearn during the build process - upon pip install

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

#1324 - Prediction on new data!

Issue - State: closed - Opened by DneprDVA about 2 years ago

#1323 - Question about the sample DeepAR model

Issue - State: open - Opened by jambudipa about 2 years ago

#1322 - Huge Memory Consumption for TFT & Small Dataset

Issue - State: open - Opened by vilorel about 2 years ago - 5 comments

#1321 - [TFT] NaN forecasts for series of length 1 with GroupNormalizer

Issue - State: open - Opened by Antoine-Schwartz about 2 years ago - 4 comments

#1320 - RuntimeError: Sizes of tensors must match except in dimension 1

Issue - State: open - Opened by Hiderdk about 2 years ago - 12 comments

#1319 - No module named 'pytorch_lightning.core.lightning'

Issue - State: open - Opened by jambudipa about 2 years ago - 13 comments

#1318 - Bugfix, weights shape during length randomization

Pull Request - State: closed - Opened by bohdan-safoniuk about 2 years ago - 1 comment

#1315 - TemporalFusionTransformer logging active during prediction by Default

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

#1314 - Multiple Target Prediction Plotting Bug

Issue - State: open - Opened by terbed about 2 years ago

#1313 - Data scaling question

Issue - State: open - Opened by sanjuuno about 2 years ago

#1312 - Custom Value Transformation for Normalizers

Issue - State: open - Opened by Nephdz about 2 years ago

#1311 - Error selecting device when executing prediction - M1

Issue - State: open - Opened by CBeckerUPC about 2 years ago - 1 comment

#1310 - 'nth' is not a valid function name for transform(name)

Issue - State: open - Opened by haopengcu about 2 years ago - 1 comment

#1309 - RuntimeError: index_add(): Expected non int64 dtype for source.

Issue - State: open - Opened by erl61 about 2 years ago - 6 comments

#1307 - How to rescale the normalized prediction from NHITS model ?

Issue - State: open - Opened by Hvsk22 about 2 years ago

#1305 - Not updated on conda-forge

Issue - State: open - Opened by apd-evalentine about 2 years ago

#1304 - Validation DataLoader speed deteriorates significantly

Issue - State: open - Opened by zhh210 about 2 years ago

#1301 - [MNT] Python v3.11 support

Issue - State: closed - Opened by melanopsis about 2 years ago - 5 comments
Labels: enhancement, maintenance

#1299 - KeyError when plotting predictions by variable for TFT with added lags

Issue - State: open - Opened by jzicker about 2 years ago - 1 comment

#1295 - How to use DeepVAR Model with a multivariate time sereis

Issue - State: open - Opened by FunkyFabe over 2 years ago - 3 comments

#1294 - gradient of LSTM in DeepAR is too tiny

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

#1293 - Long-term Forecasting

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

#1291 - Scikit learn transformer's fit function does not have 'overwrite' option

Issue - State: closed - Opened by mmkamani7 over 2 years ago - 1 comment

#1290 - optimize_hyperparameters for TFT is not pruning

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

#1289 - 'encoder_features' referenced before assignment

Pull Request - State: closed - Opened by orangehe over 2 years ago - 1 comment

#1288 - Type error when trying run trainer.fit with tft

Issue - State: open - Opened by jzicker over 2 years ago - 14 comments

#1287 - Spotted a typo.

Pull Request - State: closed - Opened by maartensukel over 2 years ago - 1 comment