Discover @kratzert Open Source projects

Frederik Kratzert (@kratzert)

kratzert

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Location 🇦🇹 Austria
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127

finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow >= 1.2rc0

Jupyter Notebook

Caravan

A global community dataset for large-sample hydrology

Jupyter Notebook

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"

Jupyter Notebook

RRMPG

Rainfall-Runoff modelling playground

pangeo_lstm_example

Example notebook, showing how to use LSTMs for rainfall-runoff modeling

Jupyter Notebook

kratzert.github.io

lstm_for_pub

Code for our WRR paper "Toward Improved Predictions in Ungauged Basins: Exploiting the Power of Machine Learning"

Ubuntu_from_scratch

Installation guide for commonly needed libarys/programms for DL/CV

AGU2018

Do internals of neural networks make sense in the context of hydrology?

EGU2017_public

This repository containes all scripts & data to reproduce the results of my study presented at the EGU 2017

multiple_forcing

numba_tutorials

Jupyter notebooks of all parts of my Numba tutorial series

Jupyter Notebook

usgs_utils

Utility code for downloading USGS gauge data

kaggle

Repository to store all kaggle submission codes

Jupyter Notebook

neurips2019_climate_change_workshop

This repository contains the poster of our NeurIPS 2019 workshop paper

never-paper

Jupyter Notebook