Ecosyste.ms: Issues

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GitHub / unit8co/darts issues and pull requests

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

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

#2347 - The function of historical forecast

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

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

Issue - State: closed - Opened by ZhangAllen98 5 months ago - 1 comment
Labels: question

#2344 - Tips on speeding up training of the TFT

Issue - State: closed - Opened by chododom 5 months ago - 1 comment
Labels: q&a

#2343 - Help Reproducing the TiDE Paper

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

#2342 - Enable feature reduction using data transformers

Issue - State: closed - Opened by NBeugen 5 months ago - 1 comment
Labels: question

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

Pull Request - State: closed - Opened by Borda 5 months ago - 12 comments

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

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

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

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

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

Issue - State: open - Opened by akshobhya95 6 months ago - 5 comments
Labels: improvement, pr_welcome

#2337 - Fix/csv eof

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

#2336 - use fine grained PAT for release workflow

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

#2335 - Release 0.29.0

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

#2333 - Devops/release notes

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

#2332 - Static covariates with past or future covariates

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

#2330 - fix failing unit tests for no torch flavor

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

#2329 - Fix/historical forecasts torch models

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

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

Issue - State: closed - Opened by anusonawane 6 months ago - 1 comment
Labels: bug, triage

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

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

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

Issue - State: closed - Opened by luckfu 6 months ago - 1 comment
Labels: bug, triage

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

Issue - State: closed - Opened by FlorinAndrei 6 months ago - 3 comments
Labels: devops

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

Pull Request - State: closed - Opened by Borda 6 months ago - 8 comments

#2323 - lint: switch `flake8` to Ruff

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

#2322 - Nested Cross-validation

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

#2321 - speed up regression model tests

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

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

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

#2319 - Add IQR Anomaly Detector

Issue - State: closed - Opened by david-waterworth 6 months ago - 1 comment
Labels: feature request, good first issue

#2318 - Auto batch size for torch model

Pull Request - State: open - Opened by BohdanBilonoh 6 months ago - 2 comments

#2317 - fix failing unit tests for no torch flavors

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

#2316 - bump codecov-action from v3 to v4

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

#2315 - Add Multi-Horizon Time Series Classification Support

Issue - State: open - Opened by eetulauri 6 months ago - 1 comment
Labels: feature request, core improvement

#2314 - ATFNet

Issue - State: open - Opened by waminos 6 months ago
Labels: new model

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

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

#2312 - Fix/mc dropout

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

#2311 - [BUG] Optuna version?

Issue - State: closed - Opened by jacktang 6 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 6 months ago - 1 comment
Labels: bug, devops

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

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

#2308 - bump black[jupyter] 24.1.1 to 24.3.0

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

#2307 - use pytest to skip torch tests

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

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

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

#2305 - Fix/example notebooks metrics

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

#2304 - fix lighgbm segmentation fault

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

#2303 - lxml_html_clean for nbshinx

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

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

Issue - State: closed - Opened by guimalo 6 months ago - 3 comments
Labels: q&a

#2301 - Include validation series with hyperparameter optimization in Darts

Issue - State: closed - Opened by ETTAN93 6 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 6 months ago
Labels: bug

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

Issue - State: open - Opened by ettan10 6 months ago - 3 comments
Labels: question

#2298 - Add ExtraTreesRegressor

Issue - State: closed - Opened by rijkvandermeulen 6 months ago - 2 comments
Labels: feature request

#2297 - Translate the Darts documentation into Chinese

Issue - State: closed - Opened by BrainCai 6 months ago - 7 comments
Labels: wontfix

#2296 - Usage and Interpretation of SHAP Values in Darts

Issue - State: open - Opened by ettan10 6 months ago
Labels: question

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

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

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

Issue - State: closed - Opened by Vitorbnc 6 months ago - 8 comments
Labels: question

#2293 - Implement TSMixer Model

Pull Request - State: closed - Opened by cristof-r 6 months ago - 10 comments

#2292 - add TimesSeries.from_group_dataframe parallel mode

Pull Request - State: closed - Opened by BohdanBilonoh 6 months ago - 3 comments

#2291 - is there a guide for Explainability?

Issue - State: closed - Opened by Allena101 6 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 6 months ago
Labels: feature request, core improvement

#2289 - Manipulate Autoregressive Input

Issue - State: closed - Opened by sandrohuni 6 months ago - 5 comments

#2288 - Add Support for Survival Analysis

Issue - State: open - Opened by sarim-zafar 7 months ago - 1 comment
Labels: triage

#2287 - Reversible Instance Normalization for `RegressionModel`

Issue - State: open - Opened by dennisbader 7 months ago
Labels: feature request

#2286 - fix type hinting for _with_sanity_checks

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

#2285 - Different CPU and GPU behaviour

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

#2284 - Refactor/metrics

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

#2283 - [QUESTION] Future covariates series does not extend far enough into the future

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

#2282 - [BUG] `TimeSeries.from_group_dataframe` fails if data is not grouped

Issue - State: closed - Opened by elyase 7 months ago - 4 comments
Labels: wontfix

#2281 - [IMPROVEMENT] make StatsforecastAutoArima a transferable local model

Issue - State: open - Opened by madtoinou 7 months ago
Labels: improvement

#2280 - feature_importances_ for LightGBMModel ?

Issue - State: closed - Opened by Allena101 7 months ago - 6 comments
Labels: question

#2279 - N-Beats and xgboost models are taking more time when executing in parallel

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

#2278 - learning more about covariates (finding relevant papers). Use with darts project

Issue - State: closed - Opened by Allena101 7 months ago - 1 comment
Labels: question

#2277 - [BUG] Weird behaviour if casting TimeSeries to float32

Issue - State: closed - Opened by nejox 7 months ago - 2 comments
Labels: bug

#2276 - add_datetime_attribute changed behavior in 0.28

Issue - State: closed - Opened by connesy 7 months ago - 4 comments
Labels: q&a

#2275 - Repo/update code owners

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

#2274 - [BUG] historical_forecasts probabilistic and stride parameter

Issue - State: open - Opened by peregrinter 7 months ago
Labels: bug, triage

#2273 - [BUG] Strange import behaviour?

Issue - State: open - Opened by elbal 7 months ago - 2 comments
Labels: bug, triage

#2272 - Fix/comp lags feat order

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

#2271 - Allow passing kwargs to pytorch dataloader

Issue - State: closed - Opened by Jex-y 7 months ago - 3 comments
Labels: improvement

#2270 - Power of darts with astronomical data

Issue - State: closed - Opened by NQevxvEtg 7 months ago - 1 comment

#2269 - Add `ForecastingModel.supports_probabilistic_prediction` (#2259)

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

#2268 - Release 0.28.0

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

#2267 - Add optional inverse transform in historical forecast

Pull Request - State: closed - Opened by alicjakrzeminska 7 months ago - 3 comments

#2266 - fix torch baseline model import

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

#2265 - [BUG] TypeError then predicting in multi-gpu scenario

Issue - State: open - Opened by nejox 7 months ago - 4 comments
Labels: bug, gpu

#2264 - [BUG] Inconsistent minimum time series length behaviour

Issue - State: open - Opened by elbal 7 months ago - 1 comment
Labels: bug, improvement

#2263 - fix failing dataset unit tests for py38

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

#2261 - Feat/global naive models

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

#2260 - Inverse scaling for the list of series (different lengths handling)

Issue - State: closed - Opened by alicjakrzeminska 7 months ago - 1 comment
Labels: improvement

#2259 - Add a `model.supports_sampled_predictions` attribute

Issue - State: closed - Opened by felixdivo 7 months ago - 4 comments
Labels: improvement

#2258 - Getting P-values for linear regression features

Issue - State: closed - Opened by ETTAN93 7 months ago - 1 comment
Labels: question

#2257 - Partially known future_covariates

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

#2256 - Wonder if there is any way to make a model predict more spread 'dynamic'? explain more in body

Issue - State: closed - Opened by Allena101 7 months ago - 7 comments
Labels: question

#2254 - Training GPU and Memmory Usage

Issue - State: open - Opened by murathaciibrahimoglu 7 months ago - 4 comments
Labels: question, gpu

#2253 - Timeseries data Augmentation

Issue - State: open - Opened by Vignesh-Sampat 7 months ago - 3 comments
Labels: triage

#2252 - Q: How can I run this on AMD GPU?

Issue - State: closed - Opened by Erik-02 7 months ago - 5 comments
Labels: question

#2251 - Dep/relax ptl

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

#2250 - fix ElectricityConsumptionZurich dataset hash

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

#2249 - [BUG] Computation time of MAE (and possibly other metrics) is very high

Issue - State: closed - Opened by AlexMV12 7 months ago - 5 comments
Labels: improvement