efthymios19 Goto Github PK

2020_rf_soilmoisture

RScripts predicting soil moisture using RF; comparing with 1D Hydrus model with data assimilation

arduino-ttl-pulse-generator-and-controller

Design and Control your experiments with a TTL Generator and Controller

arta_map

efthymios19

Config files for my GitHub profile.

github-pages-with-jekyll

github-slideshow

A robot powered training repository :robot:

gsif_tutorials

Global Soil Information Facilities (tutorials)

hants

This repository is a python implementation of the Harmonic ANalysis of Time Series (HANTS) applied to geographic data. The python module can be used to perform the HANTS analysis to a collection of time-variable raster data at each pixel.

harmonic_analysis_of_time_series

Harmonic analysis of time series in python

machine-learning-for-time-series-with-python

Machine Learning for Time-Series with Python.Published by Packt

machinelearningcourse

My graduate level machine learning course, including student machine learning projects.

mirc_ecosystemapproach_mountainousregion

modflow6-output-file-python-tool

nanovna-d

Firmware for NanoVNA, NanoVNA-H, NanoVNA-H4. Support SD Card, external Serial connection, fast measure, fast exchange vs CPU

nanovna_software

Software interface for the Original NanoVNA, the V2+ and V2+4

one_cycle_lr-tensorflow

OneCycle LearningRateScheduler & Learning Rate Finder for TensorFlow 2.

phydrus

:sweat_drops: Python implementation of the HYDRUS-1D unsaturated zone model

pinns_rre

Physics-informed neural networks for the Richardson-Richards equation

pyeto

Python package for calculating reference/potential evapotranspiration (ETo).

pyswr

richardsequation

Richards' Equation model

soilmoistureml

This repository contains the Jupyter Notebooks with the scripts used in the publication "Temporal and geographic extrapolation of soil moisture using machine learning algorithms."

st_deeplearning

Code for the paper "A Novel Framework for Spatio-Temporal Prediction of Environmental Data Using Deep Learning"