mdsoto / ml

Projects that cover the main ML techniques

Hi there 👋

I am Manuel David Soto, just David for friends.

I am an exploration geologist, petrophysycist, and data scientist with more than 20 years of work experience in the O&G industry. My interests range from the interpretation of open-hole logs, logs to rock quality relation, shale plays, ... Programming, first with Matlab and now with Python (still learning 🌱), has become a passion, whether it is for teaching or petrophysic, geology, or other technical areas. Some examples are just shown here.

For any question, you can write me at [email protected] 📫

Regards

M. David Soto

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Here is a list of resources (repos, books, list) of some important geo-computing organizations or authors:

Individuals

https://github.com/orkahub

https://github.com/kevinalexandr19/manual-python-geologia

https://github.com/yohanesnuwara

https://github.com/Divyanshu-ISM

https://github.com/nfcd

https://github.com/GeostatsGuy

https://github.com/zsylvester

https://github.com/andymcdgeo

https://github.com/Zabamund

https://github.com/petrelli-m

Groups

https://github.com/seg

https://github.com/softwareunderground

https://pangeo.io/index.html

https://github.com/equinor

https://github.com/cgre-aachen

https://github.com/SPWLA-ORG

https://github.com/geo-python

https://earthlab.colorado.edu/

https://github.com/geoscixyz

Basic books

https://jakevdp.github.io/WhirlwindTourOfPython/

https://jakevdp.github.io/PythonDataScienceHandbook/

Geosciences books

https://link.springer.com/book/10.1007/978-3-319-55682-6

https://link.springer.com/book/10.1007/978-3-030-78055-5

https://link.springer.com/book/10.1007/978-3-031-07719-7

Other lists

https://nbviewer.org/github/petrelli-m/python_earth_science_book/blob/19ef89d44a33d53dbc73796117e7497157154643/Jupyter_Notebooks/appendix_a/resources_for_geologists.ipynb

https://github.com/softwareunderground/awesome-open-geoscience

Events

https://transform.softwareunderground.org/overview

https://2023.geopython.net/