Lilly Makkos
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README.md
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# MultiTask ConvLSTM for Precipitation Prediction
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This repository contains two MultiTask ConvLSTM models:
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---
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language: en
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license: mit
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tags:
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- precipitation
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- convlstm
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- multitask-learning
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- climate
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- vegetation
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- amazon
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model-index:
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- name: MultiTask ConvLSTM
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results:
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- task:
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type: time-series-forecasting
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name: Precipitation Prediction
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dataset:
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name: ERA5-Land Amazon Basin (2021–2023)
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type: reanalysis
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metrics:
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- type: mean_squared_error
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value: 0.448
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- type: spearman_correlation
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value: 0.8412
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- type: pearson_correlation
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value: 0.8302
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- type: kendall_tau
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value: 0.6870
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- type: nash_sutcliffe_efficiency
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value: 0.6890
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- type: f1
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value: 0.9260
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- type: accuracy
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value: 0.9159
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- type: precision
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value: 0.9186
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- type: ROC-AUC
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value: 0.9754
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- type: recall
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value: 0.9335
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---
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# MultiTask ConvLSTM for Precipitation Prediction
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This repository contains two MultiTask ConvLSTM models:
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