Frederik Kratzert
Results
9
repositories owned by
Frederik Kratzert
finetune_alexnet_with_tensorflow
774
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414
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Code for finetuning AlexNet in TensorFlow >= 1.2rc0
RRMPG
74
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22
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Rainfall-Runoff modelling playground
AGU2018
22
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10
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Do internals of neural networks make sense in the context of hydrology?
Caravan
143
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27
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A global community dataset for large-sample hydrology
ealstm_regional_modeling
78
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45
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Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets"
lstm_for_pub
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27
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Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"
pangeo_lstm_example
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40
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Example notebook, showing how to use LSTMs for rainfall-runoff modeling
Ubuntu_from_scratch
24
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8
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Installation guide for commonly needed libarys/programms for DL/CV