Name: Thomas Martin
Type: User
Company: UCAR
Bio: Software Engineer supporting UCAR through ML workflow development and outreach.
Twitter: ThomasM_geo
Location: Golden, CO
Blog: https://www.unidata.ucar.edu/blogs/news/entry/unidata-program-center-welcomes-thomas
Latest blog post is found here.
Past research on core-based ML is here and downhole geophysics ML is here.
1minute_python
Quick python, mainly dealing with dataframes and .las files
557-2023
anscomesquartetml
Small notebook comparing scikit-learn regression metrics on a classic dataset.
bh_monthlydata
Quick script to pull data out of Baker Hughes drilling excel sheets
bruges
Geophysics library with various helpful functions
cookbook-template
Project Pythia Cookbook template
corebreakout
Segmentation and depth-alignment of geological core sample image columns via Mask-RCNN
csv2striplog
Script to make a strip log from an abbreviated CSV
data2las
Simple script to move from data to standard version 2 well log format
denverdatadrivers-colab
Notebook for use with Denver Data Drivers
everything_but_ml
A collection of turtorial notebooks to go over data processing and viz
force-2020-machine-learning-competition
the results, code and the data for the Force 2020 Machine learning competition after the completion of the competition in October 2020.
geoh5py
Python API for geoh5, an open file format for geoscientific data.
geothermalgrid
Small, notebook based repository to grid and explore various geothermal datasets and products.
gremlin-ml
'shallow' ML on a benchmark atmospheric dataset
grid_explore
Quick repo to check out a few different gridding packages
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
intro_ml_ncar
Introduction to Machine Learning course offered at NCAR, Fall 2023
js2_gpu
Short notebooks to test various machine learning methods on Jetstream2
leapfrogmshreader
A simple reader of leapfrog mesh files, without onerous installation requirements.
lewiscleanup
Quick notebook to clean up por-perm data
lewisml
Machine Learning Models of Lewis Fm.
mapml_transform22
repository for the Sofware Underground Transform 2022 tutorial
meanderpy
Simple model of meander migration
mines-erds
resources for building course
minisom_tutorial
MiniSOM Tutorial for 2-D Atmospheric Data and Example Using Mean Sea Level Pressure Data
minisomtutorial_atmo
One notebook Tutorial on the MiniSom package with an Atmospheric data example.
netcdf2ml
Testing enviroment to open and use netCDF files with various ML frameworks.
plotlas
Simple plotting routine for ASCII well log data. Depends on lasio.
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
š Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
Django
The Web framework for perfectionists with deadlines.
Laravel
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. ššš
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
Microsoft
Open source projects and samples from Microsoft.
Google
Google ā¤ļø Open Source for everyone.
Alibaba
Alibaba Open Source for everyone
D3
Data-Driven Documents codes.
Tencent
China tencent open source team.
