kratzert

finetune_alexnet_with_tensorflow

Code for finetuning AlexNet in TensorFlow >= 1.2rc0

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"

RRMPG

Rainfall-Runoff modelling playground

pangeo_lstm_example

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

kratzert.github.io

my blog

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

mts-lstm

Rainfall-Runoff Prediction at Multiple Timescales with a Single Long Short-Term Memory Network

multiple_forcing

numba_tutorials

Jupyter notebooks of all parts of my Numba tutorial series

kaggle

Repository to store all kaggle submission codes

LHMP

Lumped Hydrological Models Playgroud

neurips2019_climate_change_workshop

This repository contains the poster of our NeurIPS 2019 workshop paper

never-paper

pyTSEB

A python Two Source Energy Balance model for estimation of evapotranspiration with remote sensing data

usgs_utils

Utility code for downloading USGS gauge data

google-experiment-visualizer

kratzert

maca_climate_models

Functions for extracting basin average data from MACA climate models

mydcc

numpy

The fundamental package for scientific computing with Python.

python-findup

Find the first file matching a given pattern in the current directory or the nearest ancestor directory.

umap

Uniform Manifold Approximation and Projection