evgeneom Goto Github PK

advanced-statistics-and-data-mining-for-data-science

basic-well-log-interpretation

Basic Well Log Interpretation with python, pandas, matplotlib

cnn-for-asi

Tutorial: Convolutional Neural Networks for Automated Seismic Interpretation

computational-statistics-with-python

Resources for STA 633 class

data-statistics-with-full-stack-python

Data Statistics with Full Stack Python, published by Packt

deeplearning-image

Introduction to Deep Learning for Image Recognition

deeplearning-nlp

Introduction to Deep Learning for Natural Language Processing

dynamic-reservoir-characterization

An useful tool for pressure transient analysis.

facies_net

Software for detection of given facies

lib_pta

Pressure and Rate Transient Analysis for Oil & Gas - Solution of Diffusivity Equation for Single Phase Problems Using Laplace Transfor

machine-learning-for-petroleum-engineering

Python notebooks for applications of Machine Learning algorithms in Petroleum Engineering (Reservoir, Well-Logs, Completions, etc).

malenov

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

oil-output-modeling

A close comparison of three different regions for potential oil development. Here I was tasked with taking proprietary data about three distinct regions and advising on which region would produce the highest ROI. This involved building a logistic regression model and testing the findings against bootstrapped data to ensure significantly accurate results. From this, I was able to make a recommendation on the best region for further oil development. This was project 8 of Practicum by Yandex.

practical-statistics-for-data-scientists

Code repository for O'Reilly book

pragmaticai

[Book-2019] Pragmatic AI: An Introduction to Cloud-based Machine Learning

pressure-transient-analysis

pressure_transient_analysis

Python Based Pressure Transient Analysis (PTA)

pta-in-python

Collection of codes for Pressure Transient Analysis

python-for-data-science

Осторожное введение в исследование данных / A Gentle Intro to Data Science

scipy

SciPy library main repository

scipy-cookbook

Scipy Cookbook

scipy-lecture-notes

Tutorial material on the scientific Python ecosystem

statistics-for-data-science

Statistics for Data Science, published by Packt

statistics-for-data-science-and-business-analysis

Statistics for Data Science and Business Analysis, published by Packt

statistics-for-data-science-video

Statistics for Data Science by Packt Publishing

statistics-for-machine-learning

Statistics for Machine Learning, published by Packt

statistics-using-python

These files are part of Youtube Course "Statistics Using Python" Offered By The Engineering WOrld. Offered By: http://youtube.com/theengineeringworld

stats-maths-with-python

General statistics, mathematical programming, and numerical/scientific computing scripts and notebooks in Python

statsintro_python

Python modules and IPython Notebooks, for the book "Introduction to Statistics With Python"

the-applied-data-science-workshop