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tamiresreservoirengineer's Projects

2daycourse icon 2daycourse

My 2-day short course on spatial data analytics and geostatistics. I hope these resources are helpful, Prof. Michael Pyrcz

geostatspy icon geostatspy

GeostatsPy Python package for spatial data analytics and geostatistics. Mostly a reimplementation of GSLIB, Geostatistical Library (Deutsch and Journel, 1992) in Python. Geostatistics in a Python package. I hope this resources is helpful, Prof. Michael Pyrcz

keras-lmu icon keras-lmu

Keras implementation of Legendre Memory Units

machine-learning-oil-gas-industry icon machine-learning-oil-gas-industry

Source Code for 'Machine Learning in the Oil and Gas Industry' by Yogendra Narayan Pandey, Ayush Rastogi, Sribharath Kainkaryam, Srimoyee Bhattacharya, and Luigi Saputelli

plotly.py icon plotly.py

The interactive graphing library for Python :sparkles: This project now includes Plotly Express!

powerbi-desktop-samples icon powerbi-desktop-samples

Power BI Desktop sample files for the monthly release. Here you can find the PBIX files used in the monthly release videos.

pythonnumericaldemos icon pythonnumericaldemos

Well-documented Python demonstrations for spatial data analytics, geostatistical and machine learning to support my courses.

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

sckitlearn icon sckitlearn

Exercise files for Python SciKit Learn Machine Learning Training

stumpy icon stumpy

STUMPY is a powerful and scalable Python library for modern time series analysis

tensorflow icon tensorflow

An Open Source Machine Learning Framework for Everyone

wprautoencoders icon wprautoencoders

This is one of Petrobras' open repositories on GitHub. It contains the WPRAutoencoders project which encompasses a wellbore pressure response generator, a dataset of 20.000 synthetic pressure responses and an autoencoder neural network capable of clustering this data based on transmissibility and reservoir geometry.

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