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15petro-numpy-days

Notebooks from 15 days of petro numpy

awesome-open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

be-a-geoscience-detective

Why choose between Data Science and Geoscience? Do both!

blockhead

Python library for segmenting and averaging time and depth series.

computational-geophysics

Python implementations in geophysical methods: seismic and gravity

d2geo

Framework for computing seismic attributes with Python.

data-analytics-in-geosciences

Projects in this repository include: 1. Fourier Transformation of Signal using fft 2. Applying 1-D U-net architecture on time series signals

data-science

:bar_chart: Path to a free self-taught education in Data Science!

data-scientist-roadmap

Toturials coming with the "data science roadmap" picture.

datascienceforgeosciences

Data Science for the Geosciences

datasets

A collection of datasets of ML problem solving

ds-cheatsheets

List of Data Science Cheatsheets to rule the world

easy-as

We believe creating AI/ML for geophysics should be easy-as.

esg-chat

GPT-3 powered chat bot about sustainability topic using embedding semantic text search

force-2020-machine-learning-competition_predict-lithology-eda

Exploratory Data Analysis for the Lithology prediction part of the 2020 FORCE Machine Learning Contest

formation-evaluation

Python utility for formation evaluation and petrophysical analysis support

geocat-viz

GeoCAT-viz contains tools to help plot geoscience data, including convenience and plotting functions that are used to facilitate plotting geosciences data with Matplotlib, Cartopy, and other visualization packages.

geodatahandling

Python for Geoscientist - Digital Geoscience Data Handling using Python

geodatasets

Synthetic datasets for geoscience (geo)statistical modeling

geoml_course

Copy of dtrad's geoml_course

geoscience-ml-tutorial

Some simple tutorials about machine learning / deep learning / optimization in geosciences.

geoscience_ml

geostatistics

Multiple experiments on geo-datasets

learn-modern-python

learndatascience

Open Content for self-directed learning in data science

machine-learning

machine-learning-oil-gas-industry

Source Code for 'Machine Learning in the Oil and Gas Industry' by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli

mlgeoscience

Teaching material for ML in Geoscience course

oil-and-gas-data-analysis