Ecosyste.ms: Issues

An open API service for providing issue and pull request metadata for open source projects.

GitHub / ECMWFCode4Earth/ml_drought issues and pull requests

#172 - Error: Cannot apply along axis 0, when applying hmm.fit

Issue - State: closed - Opened by AlineBornschein almost 3 years ago

#171 - Gb soil moisture

Pull Request - State: open - Opened by tommylees112 over 4 years ago

#170 - init commit forecast engineer ...

Pull Request - State: open - Opened by tommylees112 over 4 years ago

#169 - PREPROCESS: OHE for soil type

Pull Request - State: closed - Opened by tommylees112 over 4 years ago

#168 - Vci india

Pull Request - State: open - Opened by tommylees112 over 4 years ago

#167 - Google colab jupyter notebook does not work

Issue - State: open - Opened by rpitonak over 4 years ago - 2 comments
Labels: pipeline entrypoint

#166 - India

Pull Request - State: closed - Opened by tommylees112 over 4 years ago

#165 - Weight example

Pull Request - State: open - Opened by gabrieltseng over 4 years ago

#164 - [WIP] Getting started on a lightning model

Pull Request - State: open - Opened by gabrieltseng over 4 years ago
Labels: wip, modelling

#163 - Revert "Preprocess/era5 land"

Pull Request - State: closed - Opened by tommylees112 over 4 years ago

#162 - FIX climatology dropnans

Pull Request - State: closed - Opened by tommylees112 over 4 years ago

#161 - Models/climatology baseline

Pull Request - State: closed - Opened by tommylees112 over 4 years ago

#160 - add ReLU to dense layers

Pull Request - State: open - Opened by tommylees112 almost 5 years ago

#159 - Fix bug in shap to tuple (sorry)

Pull Request - State: closed - Opened by gabrieltseng almost 5 years ago

#158 - Batch the predictions, to avoid memory errors

Pull Request - State: closed - Opened by gabrieltseng almost 5 years ago - 1 comment

#157 - Static/static data

Pull Request - State: closed - Opened by tommylees112 almost 5 years ago

#156 - Init/runoff

Pull Request - State: open - Opened by tommylees112 almost 5 years ago
Labels: wip

#155 - analysis/different_true_model_data

Pull Request - State: closed - Opened by tommylees112 almost 5 years ago

#154 - Make sure denormalization happens correctly if predict_delta is False

Pull Request - State: closed - Opened by gabrieltseng almost 5 years ago

#152 - Engineer/test similar arrays

Pull Request - State: closed - Opened by tommylees112 almost 5 years ago - 1 comment

#151 - preprocess/adede_data

Pull Request - State: closed - Opened by tommylees112 almost 5 years ago
Labels: wip, feature engineering

#150 - Concatenate static data to the dynamic data in LSTM

Pull Request - State: closed - Opened by gabrieltseng almost 5 years ago

#149 - Model improvements

Pull Request - State: closed - Opened by gabrieltseng almost 5 years ago

#148 - use fewsnet livelihood zones

Pull Request - State: open - Opened by tommylees112 almost 5 years ago
Labels: wip, analysis

#147 - Add a seed for numpy and random

Pull Request - State: closed - Opened by gabrieltseng about 5 years ago - 1 comment

#146 - Preprocess/ndvi atzberger

Pull Request - State: closed - Opened by tommylees112 about 5 years ago
Labels: wip

#145 - Era5/hourly

Pull Request - State: open - Opened by tommylees112 about 5 years ago
Labels: wip

#144 - ASAL masks

Pull Request - State: closed - Opened by gabrieltseng about 5 years ago

#143 - Experiment/nowcast

Pull Request - State: open - Opened by tommylees112 about 5 years ago
Labels: modelling

#142 - Engineer/train years

Pull Request - State: open - Opened by tommylees112 about 5 years ago
Labels: feature engineering

#141 - Model the delta (changes) rather than the raw values

Pull Request - State: closed - Opened by tommylees112 about 5 years ago
Labels: feature engineering

#140 - Add an unsupervised warm up for the models

Pull Request - State: open - Opened by gabrieltseng about 5 years ago - 1 comment

#139 - Static embedding

Pull Request - State: closed - Opened by gabrieltseng about 5 years ago - 6 comments
Labels: feature engineering, modelling

#138 - Allow Morris gradients to be saved

Pull Request - State: closed - Opened by gabrieltseng about 5 years ago - 2 comments
Labels: wip, model validation, analysis

#137 - Analysis/load historical

Pull Request - State: closed - Opened by tommylees112 about 5 years ago - 1 comment
Labels: analysis

#136 - Add Morris explanations

Pull Request - State: closed - Opened by gabrieltseng about 5 years ago
Labels: analysis

#135 - [Minor] Avoid repeated code in the scripts

Pull Request - State: closed - Opened by gabrieltseng about 5 years ago

#134 - Add black, ignore failing pep8

Pull Request - State: closed - Opened by gabrieltseng about 5 years ago - 2 comments
Labels: documentation

#133 - Get linear regression working once again

Pull Request - State: closed - Opened by gabrieltseng about 5 years ago
Labels: modelling

#132 - Preprocess/rename chirps

Pull Request - State: closed - Opened by tommylees112 about 5 years ago

#131 - Working with the s5 forecast data

Issue - State: open - Opened by tommylees112 over 5 years ago - 3 comments

#130 - update the variable selection in base preprocessor

Pull Request - State: closed - Opened by tommylees112 over 5 years ago

#129 - exporters/split s5 by year

Pull Request - State: closed - Opened by tommylees112 over 5 years ago

#128 - Envs and codecov

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: documentation

#127 - Request to Use Axel instead of Wget for Exporters

Issue - State: open - Opened by v2thegreat over 5 years ago - 2 comments

#126 - Polish up the run.py stuff

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago - 1 comment

#125 - Add XGBoost

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: modelling

#124 - Models/evaluate year

Pull Request - State: open - Opened by tommylees112 over 5 years ago - 3 comments
Labels: wip, model validation, modelling

#123 - Simplify environments

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago - 1 comment

#122 - Readme edit

Pull Request - State: closed - Opened by tommylees112 over 5 years ago

#121 - Notebooks/analysis

Pull Request - State: closed - Opened by tommylees112 over 5 years ago - 4 comments
Labels: analysis

#120 - [WIP] Add an embedding layer for the months

Pull Request - State: open - Opened by gabrieltseng over 5 years ago - 1 comment
Labels: wip, modelling

#119 - Analysis/explore admin regions

Pull Request - State: closed - Opened by tommylees112 over 5 years ago

#118 - Allow static era5 variables to be processed too

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: preprocess, feature engineering

#117 - Calculate shap values for an entire month

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: model validation, analysis

#116 - Allow neural nets to train on GPUs

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago - 1 comment
Labels: wip, modelling

#115 - Update annual_scores to allow multiple metrics to be calculated

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: analysis

#114 - `` *** ValueError: index must be monotonic for resampling

Issue - State: open - Opened by tommylees112 over 5 years ago - 1 comment

#112 - create MovingAverage & VegetationDeficitIndex

Pull Request - State: closed - Opened by tommylees112 over 5 years ago
Labels: model validation

#111 - Update VHI preprocessor to handle other variables as well

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: preprocess

#110 - Preprocess/vci

Pull Request - State: closed - Opened by tommylees112 over 5 years ago

#109 - Improved plotting of shap

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: model validation

#108 - Review - Analysis notebook

Issue - State: open - Opened by shaunharrigan over 5 years ago
Labels: review

#107 - Review - BEFORE/AFTER preprocess

Issue - State: open - Opened by shaunharrigan over 5 years ago - 1 comment
Labels: review

#106 - [minor] Improvements to the models

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago - 1 comment
Labels: wip, feature engineering, modelling

#105 - Analysis/admin region

Pull Request - State: closed - Opened by tommylees112 over 5 years ago
Labels: model validation

#104 - Update all the shap code (and other analysis)

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago - 1 comment
Labels: model validation

#103 - Add variational dropout for recurrent models

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago - 3 comments
Labels: wip, modelling

#102 - Preprocess/admin region

Pull Request - State: closed - Opened by tommylees112 over 5 years ago - 1 comment

#101 - [minor] Add pred months to the static data in the EALSMT

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago - 1 comment
Labels: modelling

#100 - Review - Validation

Issue - State: closed - Opened by cvitolo over 5 years ago - 2 comments
Labels: review

#99 - Review - Models

Issue - State: closed - Opened by cvitolo over 5 years ago - 1 comment
Labels: review

#98 - Review - Feature selection

Issue - State: closed - Opened by cvitolo over 5 years ago - 1 comment
Labels: review

#97 - Review - Exporters

Issue - State: closed - Opened by cvitolo over 5 years ago - 2 comments
Labels: review

#96 - Review - Reproducibility/Best practice

Issue - State: closed - Opened by cvitolo over 5 years ago - 1 comment
Labels: review

#95 - Review - Analysis

Issue - State: open - Opened by jwagemann over 5 years ago - 1 comment
Labels: review

#94 - Review - Feature importance

Issue - State: open - Opened by jwagemann over 5 years ago - 1 comment
Labels: review

#93 - Review - Preprocessors

Issue - State: open - Opened by jwagemann over 5 years ago - 1 comment
Labels: review

#92 - Review - Documentation

Issue - State: open - Opened by jwagemann over 5 years ago - 2 comments
Labels: review

#91 - preprocess/icdc

Pull Request - State: open - Opened by tommylees112 over 5 years ago

#90 - Exporters/admin region

Pull Request - State: closed - Opened by tommylees112 over 5 years ago - 1 comment

#89 - EALSTM composed of linear layers

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: model validation, modelling

#88 - Calculate normalization values uniformly across time

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: feature engineering, modelling

#87 - Error when install CDO

Issue - State: open - Opened by tommylees112 over 5 years ago - 1 comment

#86 - Scripts/end to end

Pull Request - State: closed - Opened by tommylees112 over 5 years ago

#85 - Remove standard deviation info

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: modelling

#84 - Docs/notebooks

Pull Request - State: closed - Opened by tommylees112 over 5 years ago - 1 comment
Labels: wip, documentation

#83 - Clean up and document scripts

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: documentation

#82 - Preprocessor and engineer for static variables

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: preprocess, feature engineering

#81 - ERROR when downloading SRTM files

Issue - State: open - Opened by tommylees112 over 5 years ago - 1 comment

#80 - Exporter for SRTM topography

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago
Labels: export

#79 - [minor] Remove standard deviation information from the aggregations

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago - 1 comment
Labels: modelling

#78 - Preprocess/era5 land

Pull Request - State: closed - Opened by tommylees112 over 5 years ago
Labels: preprocess

#77 - Preprocess/ndvi

Pull Request - State: open - Opened by tommylees112 over 5 years ago
Labels: preprocess

#76 - Add EALSTM

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago - 3 comments
Labels: modelling

#75 - Updates to the engineer

Pull Request - State: closed - Opened by gabrieltseng over 5 years ago - 1 comment
Labels: feature engineering

#74 - Preprocessor for ESA Landcover data

Pull Request - State: closed - Opened by tommylees112 over 5 years ago - 1 comment
Labels: preprocess

#73 - Exporters/ndvi

Pull Request - State: open - Opened by tommylees112 over 5 years ago - 1 comment
Labels: export