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Zahid Aramai's Projects

geophysical_notes icon geophysical_notes

Collection of Geophysical notes in the form of IPython/Jupyter notebooks (seismic petrophysics)

geoseg icon geoseg

Geoseg - A Computer Vision Package for Automatic Building Segmentation and Outline extraction

goutte icon goutte

Goutte, a simple PHP Web Scraper

gpt-2 icon gpt-2

Code for the paper "Language Models are Unsupervised Multitask Learners"

handson-ml icon handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

hhtattributes icon hhtattributes

Generate attributes from Hilbert Huang Transform (aka Empirical Mode Decomposition)

iip-machine-learning icon iip-machine-learning

In this notebook, we will learn the step-by-step procedures on how to preprocess and prepare image datasets to extract quantifiable features for a machine learning algorithm. Functions like morphological operations and regionprops will be used.

imgaug icon imgaug

Image augmentation for machine learning experiments.

interpret icon interpret

Fit interpretable machine learning models. Explain blackbox machine learning.

lasinfections icon lasinfections

Examples of LAS files that have been infected, diseased, broken, and in need of treatment.

malenov icon malenov

Complete tool for training & classifying facies on 3D SEGY seismic using deep neural networks

mlseistolog icon mlseistolog

Transform seismic segy to logs using Machine Learning

montepetro icon montepetro

Monte Carlo estimation of reservoir reserve for Oil and Gas in multi regional domain from Petrophysical Dataset.

petrophysics icon petrophysics

A python package with useful functions for well log interpretation.

phaseattrib icon phaseattrib

Phase attribute that correlates with gamma ray logs to detect depositional sequences

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