#Geoscience

Showing 15 of 15 repositories tagged #geoscience, ranked by stars

GenericMappingTools
GenericMappingTools
pygmt

A Python interface for the Generic Mapping Tools.

Score
100
★ 865 ⑂ 245 +1/day
Python
deepVector
deepVector
geospatial-machine-learning

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Score
100
★ 703 ⑂ 166
fatiando
fatiando
verde

Processing and gridding spatial data, machine-learning style

Score
75
★ 663 ⑂ 74
Python
RichardScottOZ
RichardScottOZ
mineral-exploration-machine-learning

List of resources for mineral exploration and machine learning, generally with useful code and examples.

Score
100
★ 327 ⑂ 56 +1/day
davendw49
davendw49
k2

Code and datasets for paper "K2: A Foundation Language Model for Geoscience Knowledge Understanding and Utilization" in WSDM-2024

Score
50
★ 212 ⑂ 20
Python
seg
seg
2016-ml-contest

Machine learning contest - October 2016 TLE

Score
67
★ 204 ⑂ 268 +1/day
Jupyter Notebook
morganjwilliams
morganjwilliams
pyrolite

A set of tools for getting the most from your geochemical data.

Score
83
★ 166 ⑂ 50
Python
holoviz-topics
holoviz-topics
examples

Visualization-focused examples using HoloViz for specific topics

Score
25
★ 99 ⑂ 28
Jupyter Notebook
DIG-Kaust
DIG-Kaust
MLgeoscience

Teaching material for ML in Geoscience course

Score
50
★ 97 ⑂ 38
Jupyter Notebook
carpentries-lab
carpentries-lab
python-aos-lesson

Python for Atmosphere and Ocean Scientists

Score
0
★ 96 ⑂ 53
Python
csdms
csdms
ivy

Course material on scientific software development for researchers in earth and planetary surface processes

Score
50
★ 93 ⑂ 64
Jupyter Notebook
yohanesnuwara
yohanesnuwara
MLGeo

Exploration of machine learning in geoscience use cases

Score
0
★ 87 ⑂ 60
Lasso
banesullivan
banesullivan
transform-2021

Materials for the PyVista workshop from the Transform 2021 Virtual Conference

Score
17
★ 46 ⑂ 12
Jupyter Notebook
abbyazari
abbyazari
data_vis_statistics_geosciences

This repository contains the laboratory portion of an upper level undergraduate class in Python on data visualization and statistics for geo & space scientists. Labs are updated when the course is in session through the most recent branch. See master version for current class.

Score
33
★ 38 ⑂ 20
Jupyter Notebook
CodeToCommunicate
CodeToCommunicate
CoCoLessons

Course material for the bilingual (Spanish, English) Code to Communicate program.

Score
0
★ 10 ⑂ 9
Jupyter Notebook
Related Topics
#python#machine-learning#data-science#geophysics#geospatial#git#earth-science#deep-learning#geochemistry#data-visualization#visualization#education

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