Code for finetuning AlexNet in TensorFlow >= 1.2rc0

A global community dataset for large-sample hydrology

Accompanying code for our HESS paper "Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets"

Rainfall-Runoff modelling playground

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

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

my blog

A Python package for downloading global river gauge data

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

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

Utilities for converting common large-sample hydro dataset to zarr file format.

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

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

Jupyter notebooks of all parts of my Numba tutorial series

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Python package for calculating simple benchmarks from hydroclimatic timeseries.

This repository contains the poster of our NeurIPS 2019 workshop paper

Utility code for downloading USGS gauge data

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

Lumped Hydrological Models Playgroud

Repository to store all kaggle submission codes

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Python interface to PROJ (cartographic projections and coordinate transformations library)

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Small fun game I implemented with my son on an Arduino Uno equipped with a LiquidCrystal display

A minimalist, responsive hugo theme inspired by terminal ricing aesthetics.

Code for an NeoPixel powered Chameleon lamp

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Static site & wiki generator for mrshll.com, written in Lua with minimal dependencies

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The fundamental package for scientific computing with Python.

Functions for extracting basin average data from MACA climate models

Uniform Manifold Approximation and Projection

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