Ecosyste.ms: Issues

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GitHub / unit8co/darts issues and pull requests

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

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

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

Issue - State: closed - Opened by tRosenflanz 6 months ago - 7 comments
Labels: improvement

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

Pull Request - State: closed - Opened by dennisbader 6 months ago - 1 comment

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

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

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

Issue - State: closed - Opened by yunakkano 6 months ago - 14 comments
Labels: question

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

Issue - State: open - Opened by ETTAN93 6 months ago - 5 comments
Labels: good first issue, improvement

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

Issue - State: open - Opened by PapadopoulosDimitrios 6 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 6 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] 6 months ago
Labels: dependencies

#2376 - remove docs __all__ imports

Pull Request - State: closed - Opened by dennisbader 6 months ago

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

Pull Request - State: closed - Opened by dennisbader 6 months ago - 1 comment

#2373 - fix tsmixer loss_fn/likelihood param docs

Pull Request - State: closed - Opened by dennisbader 6 months ago

#2372 - Tsmixer incorrect loss_fn/likelihood documentation

Issue - State: closed - Opened by tRosenflanz 6 months ago - 1 comment

#2371 - Rolling prediction ；validation model

Issue - State: closed - Opened by shandongpengyuyan 6 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 6 months ago - 1 comment
Labels: question

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

Issue - State: closed - Opened by chododom 6 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 6 months ago - 1 comment
Labels: wontfix

#2367 - Saving/loading model with a checkpoint callback

Issue - State: closed - Opened by tRosenflanz 6 months ago - 4 comments
Labels: q&a

#2366 - fix failing unit tests

Pull Request - State: closed - Opened by dennisbader 6 months ago

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

Issue - State: closed - Opened by giacomoguiduzzi 6 months ago - 4 comments
Labels: question

#2364 - fix deprecation warnings from frequencies

Pull Request - State: closed - Opened by dennisbader 6 months ago - 1 comment

#2363 - hyperparameter TiDE and TFT no complete trials

Issue - State: closed - Opened by flight505 6 months ago - 3 comments
Labels: question

#2362 - Feat/ Adding sample weight

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

#2361 - Lint/e402

Pull Request - State: closed - Opened by dennisbader 6 months ago - 1 comment

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

Pull Request - State: closed - Opened by dennisbader 6 months ago - 1 comment

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

Issue - State: open - Opened by solalatus 6 months ago - 2 comments
Labels: new model, pr_welcome

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

Issue - State: closed - Opened by AshwinPuri13 6 months ago - 2 comments
Labels: question

#2357 - fix index generation and n steps between

Pull Request - State: closed - Opened by dennisbader 6 months ago - 1 comment

#2356 - FFT 2d forecasting

Issue - State: closed - Opened by AlexLazarovich 6 months ago - 1 comment
Labels: question

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

Issue - State: closed - Opened by ETTAN93 6 months ago - 5 comments
Labels: question

#2354 - GPU Optimization with Num_Workers not working

Issue - State: open - Opened by Laenita 6 months ago - 9 comments
Labels: bug, gpu

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

Issue - State: closed - Opened by nejox 6 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 6 months ago - 9 comments
Labels: question

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

Issue - State: closed - Opened by ALH84007 6 months ago - 3 comments
Labels: question

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

Issue - State: closed - Opened by guimalo 7 months ago - 2 comments
Labels: question

#2347 - The function of historical forecast

Issue - State: closed - Opened by pikawangwang 7 months ago - 2 comments
Labels: question

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

Issue - State: closed - Opened by ZhangAllen98 7 months ago - 1 comment
Labels: question

#2344 - Tips on speeding up training of the TFT

Issue - State: closed - Opened by chododom 7 months ago - 1 comment
Labels: q&a

#2343 - Help Reproducing the TiDE Paper

Issue - State: closed - Opened by kevincoakley 7 months ago - 6 comments
Labels: question

#2342 - Enable feature reduction using data transformers

Issue - State: closed - Opened by NBeugen 7 months ago - 1 comment
Labels: question

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

Pull Request - State: closed - Opened by Borda 7 months ago - 12 comments

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

Pull Request - State: closed - Opened by Borda 7 months ago - 2 comments

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

Pull Request - State: closed - Opened by Borda 7 months ago - 1 comment

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

Issue - State: open - Opened by akshobhya95 7 months ago - 5 comments
Labels: improvement, pr_welcome

#2337 - Fix/csv eof

Pull Request - State: closed - Opened by dennisbader 7 months ago

#2336 - use fine grained PAT for release workflow

Pull Request - State: closed - Opened by dennisbader 7 months ago

#2335 - Release 0.29.0

Pull Request - State: closed - Opened by dennisbader 7 months ago

#2333 - Devops/release notes

Pull Request - State: closed - Opened by dennisbader 7 months ago - 1 comment

#2332 - Static covariates with past or future covariates

Issue - State: closed - Opened by lamolivier 7 months ago - 4 comments
Labels: question

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

Issue - State: closed - Opened by nkonts 7 months ago - 1 comment
Labels: question

#2330 - fix failing unit tests for no torch flavor

Pull Request - State: closed - Opened by dennisbader 7 months ago

#2329 - Fix/historical forecasts torch models

Pull Request - State: closed - Opened by dennisbader 7 months ago

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

Issue - State: closed - Opened by anusonawane 7 months ago - 1 comment
Labels: bug, triage

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

Pull Request - State: closed - Opened by Borda 7 months ago - 6 comments

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

Issue - State: closed - Opened by luckfu 7 months ago - 1 comment
Labels: bug, triage

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

Issue - State: closed - Opened by FlorinAndrei 7 months ago - 3 comments
Labels: devops

#2324 - lint: default pre-commit hooks & fixing

Pull Request - State: closed - Opened by Borda 7 months ago - 8 comments

#2323 - lint: switch `flake8` to Ruff

Pull Request - State: closed - Opened by Borda 7 months ago - 2 comments

#2322 - Nested Cross-validation

Issue - State: closed - Opened by thomktz 7 months ago - 1 comment
Labels: question

#2321 - speed up regression model tests

Pull Request - State: closed - Opened by dennisbader 7 months ago - 1 comment

#2320 - add progress bar to regression models for hist fc

Pull Request - State: closed - Opened by dennisbader 7 months ago - 1 comment

#2319 - Add IQR Anomaly Detector

Issue - State: closed - Opened by david-waterworth 7 months ago - 1 comment
Labels: feature request, good first issue

#2318 - Auto batch size for torch model

Pull Request - State: open - Opened by BohdanBilonoh 7 months ago - 2 comments

#2317 - fix failing unit tests for no torch flavors

Pull Request - State: closed - Opened by dennisbader 7 months ago

#2316 - bump codecov-action from v3 to v4

Pull Request - State: closed - Opened by dennisbader 7 months ago - 1 comment

#2315 - Add Multi-Horizon Time Series Classification Support

Issue - State: open - Opened by eetulauri 7 months ago - 1 comment
Labels: feature request, core improvement

#2314 - ATFNet

Issue - State: open - Opened by waminos 7 months ago
Labels: new model

#2313 - [QUESTION] How can I use shapExplainer when using multi_models=False?

Issue - State: closed - Opened by guilhermeparreira 7 months ago - 2 comments
Labels: question

#2312 - Fix/mc dropout

Pull Request - State: closed - Opened by dennisbader 7 months ago - 1 comment

#2311 - [BUG] Optuna version?

Issue - State: closed - Opened by jacktang 7 months ago - 2 comments
Labels: bug, triage

#2310 - [BUG] Codecov cannot upload report for PR based on branches coming from forks

Issue - State: closed - Opened by dennisbader 7 months ago - 1 comment
Labels: bug, devops

#2309 - add codecov token to merge and dev ci pipelines

Pull Request - State: closed - Opened by dennisbader 7 months ago - 1 comment

#2308 - bump black[jupyter] 24.1.1 to 24.3.0

Pull Request - State: closed - Opened by dennisbader 7 months ago

#2307 - use pytest to skip torch tests

Pull Request - State: closed - Opened by dennisbader 7 months ago

#2306 - Support for adding static covariates included in each row of time series

Issue - State: closed - Opened by chododom 7 months ago - 3 comments
Labels: question

#2305 - Fix/example notebooks metrics

Pull Request - State: closed - Opened by dennisbader 7 months ago - 1 comment

#2304 - fix lighgbm segmentation fault

Pull Request - State: closed - Opened by dennisbader 7 months ago

#2303 - lxml_html_clean for nbshinx

Pull Request - State: closed - Opened by dennisbader 7 months ago

#2302 - [Question] Does backtest method automatically apply inverse transformation for mappings?

Issue - State: closed - Opened by guimalo 7 months ago - 3 comments
Labels: q&a

#2301 - Include validation series with hyperparameter optimization in Darts

Issue - State: closed - Opened by ETTAN93 7 months ago - 5 comments
Labels: question

#2300 - [BUG] Monte Carlo dropout does not work with pytorch-lightning >=2.2.0

Issue - State: closed - Opened by eschibli 7 months ago
Labels: bug

#2299 - How to return standard deviation of posterior distribution from Bayesian Ridge Regression

Issue - State: open - Opened by ettan10 7 months ago - 3 comments
Labels: question

#2298 - Add ExtraTreesRegressor

Issue - State: closed - Opened by rijkvandermeulen 7 months ago - 2 comments
Labels: feature request

#2297 - Translate the Darts documentation into Chinese

Issue - State: closed - Opened by BrainCai 7 months ago - 7 comments
Labels: wontfix

#2296 - Usage and Interpretation of SHAP Values in Darts

Issue - State: open - Opened by ettan10 7 months ago
Labels: question

#2295 - add `DataLoader` related parameters to `fit()` and `predict()`

Pull Request - State: closed - Opened by BohdanBilonoh 7 months ago - 7 comments

#2294 - Cannot fit RegressionModel (LinearRegression) with NaN values

Issue - State: closed - Opened by Vitorbnc 7 months ago - 8 comments
Labels: question

#2293 - Implement TSMixer Model

Pull Request - State: closed - Opened by cristof-r 8 months ago - 10 comments

#2292 - add TimesSeries.from_group_dataframe parallel mode

Pull Request - State: closed - Opened by BohdanBilonoh 8 months ago - 3 comments

#2291 - is there a guide for Explainability?

Issue - State: closed - Opened by Allena101 8 months ago - 2 comments

#2290 - In models, either always ask for an class instance, or always ask for a class object along with its kwargs

Issue - State: open - Opened by MarcBresson 8 months ago
Labels: feature request, core improvement

#2289 - Manipulate Autoregressive Input

Issue - State: closed - Opened by sandrohuni 8 months ago - 5 comments

#2288 - Add Support for Survival Analysis

Issue - State: open - Opened by sarim-zafar 8 months ago - 1 comment
Labels: triage

#2287 - Reversible Instance Normalization for `RegressionModel`

Issue - State: open - Opened by dennisbader 8 months ago
Labels: feature request

#2286 - fix type hinting for _with_sanity_checks

Pull Request - State: closed - Opened by dennisbader 8 months ago - 1 comment