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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

allencellmodeling.github.io

Data stories

bruges

Geophysics library with various helpful functions

burnman

BurnMan is a library for modeling mantle thermodynamics and thermoelasticity constrained by mineral physics experiments.

cfdpython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

complete-python-3-bootcamp

Course Files for Complete Python 3 Bootcamp Course on Udemy

contactangle-curvature-roughness

Automatic measurements of contact angle, interfacial curvature and surface roughness in pore-scale images

courses

Python courses for the scientific researcher

deeplook

A framework for solving inverse problems in geophysics

deepore

Deep learning for rapid characterization of porous materials

devito

Code generation framework for automated finite difference computation

epci

erpel

a voxel-based finite-element code to compute elastic moduli of porous structures

excelnumericaldemos

A set of numerical demonstrations in Excel to assist with teaching / learning concepts in statistics and geostatistics.

faultseg

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

gans-awesome-applications

Curated list of awesome GAN applications and demo

geodatasets

Synthetic datasets for geoscience (geo)statistical modeling

geomechanicsjupyter

This repository contain notes and python files that exemplify applications of geomechanics

geothermics

Educational repository with Jupyter Notebooks all around the topic of geothermal energy

gismo

GISMO - a seismic data analysis toolbox for MATLAB

hello-world

introduction_to_ml_with_python

Notebooks and code for the book "Introduction to Machine Learning with Python"

ke5108-image-augmentation-using-gan

Perform data augmentation on an image dataset using generative adversarial network

kratos

Kratos Multiphysics (A.K.A Kratos) is a framework for building parallel multi-disciplinary simulation software. Modularity, extensibility and HPC are the main objectives. Kratos has BSD license and is written in C++ with extensive Python interface.

krzikalla-2012

Digital Rock Physics Benchmarks

latex-cv-boosted

Two-column CV and Coverletter. Versatile and pleasing. Powered with the magic of LaTeX.

lbpm

Pore scale modelling

moose

Multiphysics Object Oriented Simulation Environment

mpldatacursor

Interactive "data cursors" (a.k.a. annotation pop-ups) for matplotlib

mplstereonet

Stereonets for matplotlib