elmajdma

Auto_Jobs_Applier_AIHawk

Auto_Jobs_Applier_AIHawk is a tool that automates the jobs application process. Utilizing artificial intelligence, it enables users to apply for multiple job offers in an automated and personalized way.

labelme

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

LaTeX-OCR

pix2tex: Using a ViT to convert images of equations into LaTeX code.

nicegui

Create web-based user interfaces with Python. The nice way.

dtreeviz

A python library for decision tree visualization and model interpretation.

scikit-plot

An intuitive library to add plotting functionality to scikit-learn objects.

kmodes

Python implementations of the k-modes and k-prototypes clustering algorithms, for clustering categorical data

smt

Surrogate Modeling Toolbox

manual-python-geologia

Python para Geólogos

welleng

A collection of Wells/Drilling Engineering tools, focused on well trajectory planning for the time being.

ai-dev-2024-ml-workshop

Materials for the AI Dev 2024 conference workshop "Deploy and Monitor ML Pipelines with Python, Open Source, and Free Applications"

ml.recipes

Increase citations, ease review & collaboration A collection of "easy wins" to make machine learning in research reproducible. This tutorial focuses on basics that work. Getting you 90% of the way to top-tier reproducibility.

programmingCourseDIFA

slides for the programming course of the physics department of the university of Bologna

Studying

This is a repository with my tests and studies of new packages

PyGeo

Python for Geosciences: A 1 week course

wellArchitectureDesign

Leveraging matplotlib to visualize well drilling and construction

mapsTo3DModels

Geologic maps to 3D models using GemPy

analysis

Analysis of dependencies for oil and gas related repos

volve-drilling

Data science activities on the Volve drilling dataset

DataAnalyticsforEngineering

Machine Learning Based on Real-Time Geosteering Data. The data is acquired from Volve Fields in Norway. ' The project is published in Society of Petroleum Engineers Journal: Looking Ahead of the Bit Using Surface Drilling and Petrophysical Data: Machine-Learning-Based Real-Time Geosteering in Volve Field. doi:10.2118/199882-PA

waid

MudrockNet

MudrockNet is a deep learning SEM image segmentation model for mudrocks to identify pores and silt size grains, and is based on Google’s DeepLab-v3+ architecture implemented with TensorFlow.

RandomForests-ReservoirIdentification

Use Random Forests (RF) to predict subsurface reservoir parameters (e.g. porosity, permeability) and lithology from seismic data.

boreholeStabilityAnalysis

Analyze wellbore stresses, capable to run with arbitrary well orientations

strat2file

The International Chronostratigraphic Chart from International Commission on Stratigraphy, in computer readable formats

GeoModeling

Create realistic geological models with folds, faults and meandering river sediments.

structuralGeology

A collection of Python scripts for structural geology

cigChannel

Create synthetic seismic volumes with various labelled river channels.

BayesianLassoExpository

A repo for a project in Fall 2021 PGE 383 Subsurface ML at UT Austin

machine-learning-4-imbalnce-dataset