Frederik Kratzert
Frederik Kratzert
finetune_alexnet_with_tensorflow
Code for finetuning AlexNet in TensorFlow >= 1.2rc0
RRMPG
Rainfall-Runoff modelling playground
AGU2018
Do internals of neural networks make sense in the context of hydrology?
Caravan
A global community dataset for large-sample hydrology
ealstm_regional_modeling
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
Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"
pangeo_lstm_example
Example notebook, showing how to use LSTMs for rainfall-runoff modeling
Ubuntu_from_scratch
Installation guide for commonly needed libarys/programms for DL/CV