Ecosyste.ms: Issues

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GitHub / unit8co/darts issues and pull requests

#2420 - Fix/failing unit tests

Pull Request - State: closed - Opened by dennisbader 9 days ago - 1 comment

#2420 - Fix/failing unit tests

Pull Request - State: closed - Opened by dennisbader 9 days ago - 1 comment

#2419 - Release 0.30.0

Pull Request - State: closed - Opened by dennisbader 9 days ago

#2419 - Release 0.30.0

Pull Request - State: closed - Opened by dennisbader 9 days ago

#2418 - Docs/quickstart update

Pull Request - State: closed - Opened by dennisbader 9 days ago - 1 comment

#2418 - Docs/quickstart update

Pull Request - State: closed - Opened by dennisbader 9 days ago - 1 comment

#2417 - Feat/sample weight hist fc

Pull Request - State: closed - Opened by dennisbader 10 days ago - 2 comments

#2415 - fix failing tests

Pull Request - State: closed - Opened by dennisbader 11 days ago - 1 comment

#2414 - Support numpy 2.0.0

Issue - State: open - Opened by dennisbader 11 days ago
Labels: dependencies

#2413 - upper cap numpy<2.0.0

Pull Request - State: closed - Opened by dennisbader 11 days ago

#2412 - lint and fixes for numpy 2.0.0

Pull Request - State: closed - Opened by dennisbader 11 days ago

#2411 - [Question] 'numpy.linalg.LinAlgError' with VARIMA model

Issue - State: open - Opened by envilk 15 days ago - 5 comments
Labels: question

#2410 - Feat/sample weight torch

Pull Request - State: closed - Opened by dennisbader 15 days ago - 1 comment

#2409 - [BUG]Inconsistent Prediction Behavior Using GPU vs. CPU in Darts Framework

Issue - State: open - Opened by HoshinoHakumei 16 days ago - 1 comment
Labels: bug, triage

#2408 - [FEATURE REQUEST] Add temporal_hidden_past and temporal_hidden_future hyperparams to TiDEModel

Issue - State: open - Opened by eschibli 16 days ago
Labels: good first issue, improvement

#2406 - Is there a Way to Represent Static Covariates and Also Different Items?

Issue - State: open - Opened by barmanroys 20 days ago - 1 comment
Labels: question

#2404 - Feat/sample weights

Pull Request - State: closed - Opened by dennisbader 23 days ago - 1 comment

#2403 - Enhance integration of Global and Local models.

Issue - State: open - Opened by davide-burba 23 days ago - 2 comments
Labels: triage

#2401 - Refactor/transformer masking

Pull Request - State: closed - Opened by dennisbader 24 days ago - 1 comment

#2399 - [BUG] Distributed prediction crash

Issue - State: closed - Opened by BohdanBilonoh 25 days ago - 2 comments
Labels: bug, triage

#2398 - [BUG] Scaler took a long time to start fit

Issue - State: closed - Opened by BohdanBilonoh 28 days ago
Labels: bug, improvement

#2397 - Embedding extraction for clustering

Issue - State: open - Opened by Vignesh-Sampat 29 days ago - 1 comment
Labels: question

#2396 - [BUG] Static covariates not added to val_series for RegressionModel

Issue - State: closed - Opened by sharmuz about 1 month ago - 1 comment
Labels: bug, triage

#2395 - New model - TimeMixer

Issue - State: open - Opened by NQevxvEtg about 1 month ago
Labels: new model

#2394 - How to make TorchForecastingModel store the best model checkpoint?

Issue - State: closed - Opened by akepa about 1 month ago - 1 comment
Labels: question

#2393 - [BUG] TFTModel returns StopIteration on decoder_vsn() call in forward()

Issue - State: open - Opened by giacomoguiduzzi about 1 month ago - 3 comments
Labels: bug, triage

#2392 - [BUG] TCNModel changes the shape of data erroneously before loss evaluation

Issue - State: open - Opened by giacomoguiduzzi about 1 month ago - 3 comments
Labels: bug, triage

#2391 - rework metrics logic to support states

Pull Request - State: closed - Opened by tRosenflanz about 1 month ago - 1 comment

#2390 - [BUG] TorchMetrics loop implementation isn't compatible with stateful metrics

Issue - State: closed - Opened by tRosenflanz about 1 month ago - 1 comment
Labels: improvement

#2389 - [BUG] PLForecastingModule._calculate_metrics should call log_dict with batch_size

Issue - State: closed - Opened by youurayy about 1 month ago - 2 comments
Labels: bug, good first issue

#2388 - TSMixer ConditionalMixer Skip Connections

Issue - State: open - Opened by tRosenflanz about 1 month ago - 1 comment
Labels: triage

#2387 - Fix deprecated usage of torch.nn.utils.weight_norm

Pull Request - State: open - Opened by SaeedForoutan about 1 month ago

#2386 - TimeInstanceNorm2d normalization for TSMixer

Pull Request - State: closed - Opened by tRosenflanz about 1 month ago - 1 comment

#2385 - [BUG] Deterministic TFT model prediction not reproducable

Issue - State: closed - Opened by xlsi about 1 month ago - 2 comments
Labels: question

#2384 - [BUG] TSMixer TimeBatchNorm2d using BatchNorm instead of LayerNorm

Issue - State: open - Opened by tRosenflanz about 1 month ago - 6 comments
Labels: improvement

#2383 - Fix/regr model eval set comp specific lags

Pull Request - State: closed - Opened by dennisbader about 1 month ago - 1 comment

#2382 - Quantile forecasts are identical for all forecast horizons (XGBoost)

Issue - State: closed - Opened by dwolffram about 2 months ago - 2 comments
Labels: question

#2381 - How to mask or ignore target features during model training

Issue - State: open - Opened by yunakkano about 2 months ago - 13 comments
Labels: question

#2380 - Gridlines automatically created in matplotlib and seaborn plots [BUG]

Issue - State: open - Opened by ETTAN93 about 2 months ago - 2 comments
Labels: good first issue, improvement

#2379 - Add KAN (Kolmogorov-Arnold Network) to Darts

Issue - State: open - Opened by PapadopoulosDimitrios about 2 months ago - 5 comments
Labels: feature request

#2378 - [BUG] darts should support re-training base on the old checkpoint, not reset the model

Issue - State: closed - Opened by joshua-xia about 2 months ago - 2 comments
Labels: question

#2377 - Bump jinja2 from 3.1.3 to 3.1.4 in /requirements

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

#2376 - remove docs __all__ imports

Pull Request - State: closed - Opened by dennisbader about 2 months ago

#2375 - [BUG] darts should provide way to input multiprocessing_context parameter for dataloader when fit

Issue - State: closed - Opened by joshua-xia about 2 months ago - 3 comments
Labels: bug

#2374 - fix MixedCovTorchModels multi TS predictions with n<ocl

Pull Request - State: closed - Opened by dennisbader about 2 months ago - 1 comment

#2373 - fix tsmixer loss_fn/likelihood param docs

Pull Request - State: closed - Opened by dennisbader about 2 months ago

#2372 - Tsmixer incorrect loss_fn/likelihood documentation

Issue - State: closed - Opened by tRosenflanz about 2 months ago - 1 comment

#2371 - Rolling prediction ；validation model

Issue - State: closed - Opened by shandongpengyuyan about 2 months ago - 1 comment
Labels: question

#2370 - What is the difference between variable importance for the encoder and decoder in TFTExplainer?

Issue - State: closed - Opened by chododom about 2 months ago - 1 comment
Labels: question

#2369 - [BUG] Error when loading a saved TFTModel checkpoint

Issue - State: closed - Opened by chododom about 2 months ago - 2 comments
Labels: bug, triage

#2368 - [BUG] TimeSeries should support the fill_missing_dates=False without freq

Issue - State: closed - Opened by joshua-xia about 2 months ago - 1 comment
Labels: wontfix

#2367 - Saving/loading model with a checkpoint callback

Issue - State: closed - Opened by tRosenflanz about 2 months ago - 2 comments
Labels: q&a

#2366 - fix failing unit tests

Pull Request - State: closed - Opened by dennisbader about 2 months ago

#2365 - [Question] Is it possible to override the models' data loading methods?

Issue - State: closed - Opened by giacomoguiduzzi about 2 months ago - 4 comments
Labels: question

#2364 - fix deprecation warnings from frequencies

Pull Request - State: closed - Opened by dennisbader about 2 months ago - 1 comment

#2363 - hyperparameter TiDE and TFT no complete trials

Issue - State: closed - Opened by flight505 about 2 months ago - 3 comments
Labels: question

#2362 - Feat/ Adding sample weight

Pull Request - State: closed - Opened by AntonRagot about 2 months ago - 2 comments

#2361 - Lint/e402

Pull Request - State: closed - Opened by dennisbader about 2 months ago - 1 comment

#2360 - bump actions/setup-python from v1 to v5

Pull Request - State: closed - Opened by dennisbader about 2 months ago - 1 comment

#2359 - [New Model] Pre-trained, "foundational" models

Issue - State: open - Opened by solalatus about 2 months ago - 2 comments
Labels: new model

#2358 - [Question] Are features scaled when using add_encoders?

Issue - State: closed - Opened by AshwinPuri13 2 months ago - 2 comments
Labels: question

#2357 - fix index generation and n steps between

Pull Request - State: closed - Opened by dennisbader 2 months ago - 1 comment

#2356 - FFT 2d forecasting

Issue - State: closed - Opened by AlexLazarovich 2 months ago - 1 comment
Labels: question

#2355 - Does Darts provide methods for unsupervised anomaly detection models?

Issue - State: closed - Opened by ETTAN93 2 months ago - 5 comments
Labels: question

#2354 - GPU Optimization with Num_Workers not working

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

#2352 - [BUG] ValueError in metric calculation at series intersect slicing with custom frequency

Issue - State: closed - Opened by nejox 2 months ago - 3 comments
Labels: bug, triage

#2351 - Difficulty in Implementing Model Re-Training for Time-Series Data with Pre-Trained Model

Issue - State: closed - Opened by AyushBhardwaj321 2 months ago - 9 comments
Labels: question

#2350 - [Question] Multi covariates setting and scaling problem using own data

Issue - State: closed - Opened by ALH84007 2 months ago - 3 comments
Labels: question

#2348 - [Question] How to perform temporal embedding in DARTS?

Issue - State: closed - Opened by guimalo 2 months ago - 2 comments
Labels: question

#2347 - The function of historical forecast

Issue - State: closed - Opened by pikawangwang 2 months ago - 2 comments
Labels: question

#2346 - [Question] Forecasting (Multivariate or Multiple) TimeSeries with multiple covariates

Issue - State: closed - Opened by ZhangAllen98 2 months ago - 1 comment
Labels: question

#2344 - Tips on speeding up training of the TFT

Issue - State: open - Opened by chododom 2 months ago - 1 comment
Labels: bug, triage

#2343 - Help Reproducing the TiDE Paper

Issue - State: closed - Opened by kevincoakley 2 months ago - 6 comments
Labels: question

#2342 - Enable feature reduction using data transformers

Issue - State: open - Opened by NBeugen 2 months ago - 1 comment
Labels: question

#2341 - lint: replace Black with `ruff-format`

Pull Request - State: closed - Opened by Borda 2 months ago - 12 comments

#2340 - lint: replace `pyupgrade` with Ruff's rule UP

Pull Request - State: closed - Opened by Borda 2 months ago - 2 comments

#2339 - lint: replace `isort` with Ruff's rule I

Pull Request - State: closed - Opened by Borda 2 months ago - 1 comment

#2338 - Additional library support for SARIMAX models from darts package?

Issue - State: open - Opened by akshobhya95 2 months ago - 5 comments
Labels: question

#2337 - Fix/csv eof

Pull Request - State: closed - Opened by dennisbader 2 months ago

#2336 - use fine grained PAT for release workflow

Pull Request - State: closed - Opened by dennisbader 2 months ago

#2335 - Release 0.29.0

Pull Request - State: closed - Opened by dennisbader 2 months ago

#2333 - Devops/release notes

Pull Request - State: closed - Opened by dennisbader 2 months ago - 1 comment

#2332 - Static covariates with past or future covariates

Issue - State: closed - Opened by lamolivier 2 months ago - 4 comments
Labels: question

#2331 - [Question] Extract training data and target from a model at timestep t

Issue - State: open - Opened by nkonts 2 months ago - 1 comment
Labels: question

#2330 - fix failing unit tests for no torch flavor

Pull Request - State: closed - Opened by dennisbader 2 months ago

#2329 - Fix/historical forecasts torch models

Pull Request - State: closed - Opened by dennisbader 2 months ago

#2328 - While importing darts it throws cannot import name 'TypeAliasType' from 'typing_extensions' error

Issue - State: closed - Opened by anusonawane 2 months ago - 1 comment
Labels: bug, triage

#2327 - ci: use `pre-commit` also locally

Pull Request - State: closed - Opened by Borda 2 months ago - 6 comments

#2326 - [BUG]Cannot convert a MPS Tensor to float64 dtype as the MPS framework

Issue - State: closed - Opened by luckfu 3 months ago - 1 comment
Labels: bug, triage

#2325 - [BUG] FutureWarning: Series.fillna with 'method' is deprecated

Issue - State: open - Opened by FlorinAndrei 3 months ago - 2 comments
Labels: devops