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followers: 35.0 following: 2.0 repos: 34.0 gists: 0.0

Name: Sami Elkurdy

Type: User

Bio: I am a geophysicist in the Oil Industry with 40 years+ experience. My current focus is on Python and Machine Learning. Interested in consulting work.

Sami Elkurdy's Projects

2016-ml-contest

Machine learning contest - October 2016 TLE

adventures-in-ml-code

This repository holds all the code for the site http://www.adventuresinmachinelearning.com

backinterpolate

Use xyz list from a grid to find values at well locations

bootstrapbayeserroranalysis

Any model prediction error analysis using bootstrap and bayesian approaches, then applying correction

catboost

CatBoost is an open-source gradient boosting on decision trees library with categorical features support out of the box for Python, R

dat4

General Assembly's Data Science course in Washington, DC

dat8

General Assembly's Data Science course in Washington, DC

depthconversion

Seismic Depth Conversion using Quadratic Functions

docopt

Pythonic command line arguments parser, that will make you smile

econstants

Computation of elastic constants and anisotropy from logs

example_data_viewers

A collection of user-defined Glue data viewers

hhtattributes

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

horizonmachinelearning

Machine Learning Horizon Guided attributes for reservoir properties prediction

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.

interpret

Fit interpretable models. Explain blackbox machine learning.

keras_extensions

A collection of small extensions to Keras (RBM, momentum schedule, ..)

machine-learning-tutorials

machine learning and deep learning tutorials, articles and other resources

markdownviewerplusplus

A Notepad++ Plugin to view a Markdown file rendered on-the-fly

materials

Bonus materials, exercises, and example projects for our Python tutorials

ml2023intro

Material for Intro to ML course in 2023

mlattrib

Building ML models for any data set

mlseistolog

Transform seismic segy to logs using Machine Learning

phaseattrib

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

porosityprobabilityfromai

Computing probabilities from well xplot of porosity vs AI for a segy AI volume generating P10, P50, & P90 segy

practical-machine-learning-with-python

Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.

pseudogr

Generate pseudo gamma ray logs from crossplotting acoustic vs shear impedance

pytorch-tutorial

Build your neural network easy and fast

scikit-learn-videos

Jupyter notebooks from the scikit-learn video series

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