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face_info

face recognition, detection of facial attributes (age, gender, emotion and race) for python.

face_mask_detection

Detect mask on face using MobilNetV2 pre-train model

face_recognition

The world's simplest facial recognition api for Python and the command line

facies_classification

facies_net

Software for detection of given facies

fatiando

DEPRECATED in favor of our newer libraries (see www.fatiando.org). Python toolkit for modeling and inversion in geophysics.

faultnet

fault picking with 3D-UNets

faultseg

Using synthetic datasets to train an end-to-end CNN for 3D fault segmentation (We are working on an improved version!)

feature-selector

Feature selector is a tool for dimensionality reduction of machine learning datasets

first_break_picking

First break picking in seismic gather

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.

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

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

force_2020_lith

A reproducible workflow to predict lithology class from well logs

fracture-detection

Using neural network to detect fracture patterns, in collaboration with Harold Li, Pierre Gentine, and Jonathan Kingslake

free-data-science-learning

fwi_lectures

ga-aem

Modelling and Inversion of Airborne Electromagnetic (AEM) Data in 1D

gambit

A package for geophysical inversion of point or plane gravity data and plane magnetic data using esys-escript..

game_control

gan-case-study

geemap

A Python package for interactive mapping with Google Earth Engine, ipyleaflet, and ipywidgets

gempy

GemPy is an open-source, Python-based 3-D structural geological modeling software, which allows the implicit (i.e. automatic) creation of complex geological models from interface and orientation data. It also offers support for stochastic modeling to adress parameter and model uncertainties.

gempy_workshops

generating-image-captions

using a combination of CNN and RNN for generating captions for images

geoapps

Some applications, mostly in Python, using solutions from Mira Geoscience

geobipy

Geophysical Bayesian Inference in Python. Docs:

geoh5py

Python API for geoh5, an open file format for geoscientific data.

geohacker

geophysics_copenhagen

Python and Matlab code for geophysics

geoscience-data-quality-for-machine-learning