bigdatawur/agml-cy-bench issues and pull requests

#353 - add support to read location data

Issue - State: open - Opened by krsnapaudel about 2 months ago

#352 - nn models produce no predictions for SE data

Issue - State: open - Opened by krsnapaudel about 2 months ago
Labels: bug, model-api

#351 - #349, #350 decouple interpolation and aggregation

Pull Request - State: open - Opened by krsnapaudel about 2 months ago - 1 comment

#350 - alignment does not catch empty target data

Issue - State: open - Opened by krsnapaudel about 2 months ago
Labels: bug

#349 - decouple interpolation and aggregation in `TorchDataset`

Issue - State: open - Opened by krsnapaudel about 2 months ago
Labels: model-api

#348 - run benchmark from command line and add test for running benchmark

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

#347 - update zenodo link citation

Issue - State: closed - Opened by krsnapaudel about 2 months ago
Labels: documentation

#346 - additional bugs in data preparation; workaround for #343

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

#345 - Add early stopping to `BaseNNModel`

Issue - State: open - Opened by krsnapaudel about 2 months ago
Labels: model-api

#344 - update code in `validate_model.py` and example notebooks

Issue - State: open - Opened by krsnapaudel about 2 months ago
Labels: bug

#343 - BR shapefiles don't have CRS

Issue - State: open - Opened by krsnapaudel about 2 months ago - 1 comment
Labels: bug, data-preparation

#342 - add check for non-empty list

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

#341 - bugs found in python data preparation

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

#340 - fix ET0 link; add link to leaderboard

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

#339 - fix links to data cards and make pbar one line

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

#338 - init version for creating geoms

Pull Request - State: open - Opened by ellaampy 2 months ago - 3 comments

#337 - #336, #268 first draft

Pull Request - State: open - Opened by krsnapaudel 2 months ago

#337 - #316, #336, #268 crop season refactor, time series interpolation and aggregation

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

#336 - dataset for nn models

Issue - State: closed - Opened by krsnapaudel 2 months ago
Labels: bug

#335 - Add logo and project colors to documentation webpage

Pull Request - State: closed - Opened by Gonzalo-Mier 2 months ago

#334 - crop season alignment does not handle dynamic crop calendars

Issue - State: open - Opened by krsnapaudel 2 months ago
Labels: enhancement

#334 - crop season alignment does not handle dynamic crop calendars

Issue - State: open - Opened by krsnapaudel 2 months ago
Labels: enhancement

#333 - Potential bug in torch-dataset

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

#332 - Efficient pandas

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

#331 - filter input data based on locations and years in label data

Issue - State: closed - Opened by krsnapaudel 2 months ago
Labels: data-preparation

#330 - add admin boundary polygons to cybench data

Issue - State: open - Opened by krsnapaudel 2 months ago
Labels: data-preparation

#329 - save aligned data

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

#328 - soil moisture data download script

Issue - State: open - Opened by krsnapaudel 2 months ago
Labels: data-preparation

#327 - ndvi data download script

Issue - State: open - Opened by krsnapaudel 2 months ago
Labels: data-preparation

#326 - run models in parallel

Issue - State: open - Opened by krsnapaudel 2 months ago

#325 - add maize AR results

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

#324 - Transformer revisited

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

#323 - implement transformer

Pull Request - State: closed - Opened by michielkallenberg 2 months ago
Labels: baseline-models

#323 - implement transformer

Pull Request - State: closed - Opened by michielkallenberg 2 months ago
Labels: baseline-models

#322 - produce results table

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

#321 - time steps alignment across countries

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

#321 - time steps alignment across countries

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

#320 - combining data from multiple countries leads to mismatch in number of time steps

Issue - State: closed - Opened by krsnapaudel 2 months ago
Labels: bug

#320 - combining data from multiple countries leads to mismatch in number of time steps

Issue - State: closed - Opened by krsnapaudel 2 months ago
Labels: bug

#319 - Markdown results

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

#318 - Reduce memory footprint

Issue - State: open - Opened by michielkallenberg 2 months ago

#317 - add metric coefficient of determination

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

#316 - Add start of season to time series features

Issue - State: closed - Opened by aikepotze 3 months ago
Labels: data-preparation

#315 - Michielkallenberg/inception time

Pull Request - State: closed - Opened by michielkallenberg 3 months ago

#314 - Models to predict residuals

Pull Request - State: closed - Opened by krsnapaudel 3 months ago

#313 - sklearn models fix `predict_items`

Pull Request - State: closed - Opened by krsnapaudel 3 months ago

#312 - pymannkendall missing in pyproject.toml

Pull Request - State: closed - Opened by michielkallenberg 3 months ago

#312 - pymannkendall missing in pyproject.toml

Pull Request - State: closed - Opened by michielkallenberg 3 months ago

#311 - AgERA5 download script

Pull Request - State: open - Opened by krsnapaudel 3 months ago - 2 comments

#310 - rewrite trend model

Pull Request - State: closed - Opened by krsnapaudel 3 months ago - 1 comment

#310 - rewrite trend model

Pull Request - State: open - Opened by krsnapaudel 3 months ago

#309 - Improve feature design and selection

Issue - State: open - Opened by krsnapaudel 3 months ago
Labels: baseline-models

#308 - Improve AgERA5 data preparation

Issue - State: open - Opened by krsnapaudel 3 months ago
Labels: data-preparation

#307 - trend model using data from one side of test data

Issue - State: closed - Opened by krsnapaudel 3 months ago
Labels: baseline-models

#306 - consider aggregating categorical predictors directly from rasters

Issue - State: open - Opened by krsnapaudel 3 months ago
Labels: data-preparation

#305 - add transformer model

Issue - State: closed - Opened by krsnapaudel 3 months ago
Labels: baseline-models

#304 - add models based on 1-d convolutions

Issue - State: closed - Opened by krsnapaudel 3 months ago
Labels: baseline-models

#303 - Ablation study of inputs or features

Issue - State: open - Opened by krsnapaudel 3 months ago - 1 comment

#302 - crop season alignment for time series has bugs

Issue - State: closed - Opened by krsnapaudel 3 months ago
Labels: bug

#301 - improve validation of workshop results

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

#301 - improve validation of workshop results

Pull Request - State: open - Opened by krsnapaudel 3 months ago - 1 comment

#300 - Update ways to contribute

Issue - State: closed - Opened by krsnapaudel 3 months ago
Labels: documentation

#299 - Update lead time in README

Issue - State: closed - Opened by krsnapaudel 3 months ago
Labels: documentation

#299 - Update lead time in README

Issue - State: open - Opened by krsnapaudel 3 months ago
Labels: documentation

#298 - compute metrics per country when data has multiple countries

Issue - State: closed - Opened by krsnapaudel 3 months ago
Labels: model-api

#297 - load data for selected countries

Pull Request - State: closed - Opened by krsnapaudel 3 months ago

#296 - add support for a dataset with selected group of countries

Issue - State: closed - Opened by krsnapaudel 3 months ago
Labels: model-api

#295 - Validate predictor data

Pull Request - State: open - Opened by poudelpratishtha 3 months ago - 1 comment

#295 - Validate predictor data

Pull Request - State: open - Opened by poudelpratishtha 3 months ago - 1 comment

#294 - trend model throws location not found error

Issue - State: closed - Opened by krsnapaudel 3 months ago
Labels: bug

#294 - trend model throws location not found error

Issue - State: open - Opened by krsnapaudel 3 months ago
Labels: bug

#293 - location encoding

Issue - State: open - Opened by krsnapaudel 3 months ago
Labels: enhancement

#293 - location encoding

Issue - State: open - Opened by krsnapaudel 3 months ago
Labels: enhancement

#290 - validate predictor data

Issue - State: open - Opened by krsnapaudel 4 months ago - 2 comments
Labels: help wanted

#289 - nn models rewrite

Pull Request - State: closed - Opened by krsnapaudel 4 months ago - 2 comments

#288 - hyperparameter optimization for nn model

Issue - State: closed - Opened by krsnapaudel 4 months ago
Labels: model-api

#287 - nn model fit fails when `kfolds` = 1

Issue - State: closed - Opened by krsnapaudel 4 months ago
Labels: model-api

#286 - nn confusion between `best_model` and `final_model`

Issue - State: closed - Opened by krsnapaudel 4 months ago - 1 comment
Labels: model-api

#285 - add notes to contribute by forking

Pull Request - State: open - Opened by krsnapaudel 4 months ago

#285 - add notes to contribute by forking

Pull Request - State: closed - Opened by krsnapaudel 4 months ago

#284 - contributing from forks

Issue - State: open - Opened by krsnapaudel 4 months ago
Labels: general

#284 - contributing from forks

Issue - State: closed - Opened by krsnapaudel 4 months ago
Labels: general

#283 - redesign sklearn models

Pull Request - State: open - Opened by krsnapaudel 4 months ago

#283 - redesign sklearn models

Pull Request - State: closed - Opened by krsnapaudel 4 months ago

#282 - feature selection for Ridge

Pull Request - State: closed - Opened by krsnapaudel 4 months ago

#281 - redesign sklearn models with a `BaseSklearnModel`

Issue - State: closed - Opened by krsnapaudel 4 months ago
Labels: model-api

#281 - redesign sklearn models with a `BaseSklearnModel`

Issue - State: open - Opened by krsnapaudel 4 months ago
Labels: model-api

#280 - division by zero error in mann-kendall test

Issue - State: open - Opened by krsnapaudel 4 months ago
Labels: bug, model-api

#280 - division by zero error in mann-kendall test

Issue - State: closed - Opened by krsnapaudel 4 months ago
Labels: bug, model-api

#279 - parallelize hyperparameter optimization

Issue - State: open - Opened by krsnapaudel 4 months ago
Labels: model-api

#278 - alternatives to grid search for hyperparameter optimization

Issue - State: open - Opened by krsnapaudel 4 months ago
Labels: model-api

#277 - model yield residuals

Issue - State: closed - Opened by krsnapaudel 4 months ago - 2 comments
Labels: baseline-models

#277 - model yield residuals

Issue - State: open - Opened by krsnapaudel 4 months ago
Labels: model-api

#276 - feature selection for Random Forest

Issue - State: open - Opened by krsnapaudel 4 months ago
Labels: model-api

#276 - feature selection for Random Forest

Issue - State: open - Opened by krsnapaudel 4 months ago
Labels: model-api

#275 - feature selection for ridge

Issue - State: open - Opened by krsnapaudel 4 months ago
Labels: model-api

#275 - feature selection for ridge

Issue - State: closed - Opened by krsnapaudel 4 months ago
Labels: model-api

#274 - trend model error when running benchmark

Pull Request - State: closed - Opened by krsnapaudel 4 months ago - 3 comments

#273 - hyperparameter optimization util code is in util/data

Issue - State: closed - Opened by krsnapaudel 4 months ago
Labels: model-api

#272 - trend model: ValueError: shapes (1,2) and (1,) not aligned: 2 (dim 1) != 1 (dim 0)

Issue - State: closed - Opened by krsnapaudel 4 months ago - 1 comment
Labels: bug, model-api

GitHub / bigdatawur/agml-cy-bench issues and pull requests