ThomasMGeo

grid_explore

Quick repo to check out a few different gridding packages

LewisML

Machine Learning Models of Lewis Fm.

netCDF2ML

Testing enviroment to open and use netCDF files with various ML frameworks.

everything_but_ML

A collection of turtorial notebooks to go over data processing and viz

intro_ML_NCAR

Introduction to Machine Learning course offered at NCAR, Fall 2023

MinisomTutorial_Atmo

One notebook Tutorial on the MiniSom package with an Atmospheric data example.

AnscomesQuartetML

Small notebook comparing scikit-learn regression metrics on a classic dataset.

GeothermalGrid

Small, notebook based repository to grid and explore various geothermal datasets and products.

TdsConfig

Contents of TDS configuration directories for several variants including a TDS serving all Unidata IDD data

557-2023

bridgescaler

Bridge your scikit-learn scaler parameters between Python sessions and users. Distribute your scaling across multiple processes and data subsets.

cookbook-template

Project Pythia Cookbook template

GREMLIN-ML

'shallow' ML on a benchmark atmospheric dataset

hagelslag

Hagelslag supports segmentation and tracking of weather fields and scalable verification, including performance diagrams and reliability diagrams.

imbalanced-learn

A Python Package to Tackle the Curse of Imbalanced Datasets in Machine Learning

JS2_gpu

Short notebooks to test various machine learning methods on Jetstream2

MiniSOM_tutorial

MiniSOM Tutorial for 2-D Atmospheric Data and Example Using Mean Sea Level Pressure Data

ptype-physical

radar-cookbook

A cookbook meant to work with various weather radar data

RasterToXarray

Short utility functions for raster to xarray and point to xarray handeling

regressor_compare

modifed version of Matt Hall's regression comparison script.

science-gateway

Unidata Science Gateway

tds

THREDDS Data Server

thin_section_exploration

Single notebook to look at some non-ML techniques for thin section analysis

ThomasMGeo

My personal readme

WAF_ML_Tutorial_Part1

Python code to assist in familiarizing meteorologists with machine learning

welly

Well handling

xarray

N-D labeled arrays and datasets in Python

xbatcher

Batch generation from xarray datasets

xcast

A High-Performance Data Science Toolkit for the Earth Sciences