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mask_rcnn

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mitx_6.86x

Welcome to 6.86x Machine Learning with Python–From Linear Models to Deep Learning. Machine learning methods are commonly used across engineering and sciences, from computer systems to physics. Moreover, commercial sites such as search engines, recommender systems (e.g., Netflix, Amazon), advertisers, and financial institutions employ machine learn

mlbookcamp-code

The code from the Machine Learning Bookcamp book

new-carbonate-characterization-workflow-jupiter-notebook-modules-with-clerke-arab-d-calibration-data

Carbonate Reservoir Characterization workflow using Clerke’s carbonate Arab D Rosetta Stone calibration data to provide for a full pore system characterization with modeled saturations using Thomeer Capillary Pressure parameters for an Arab D complex carbonate reservoir

open-geoscience

Curated from repositories that make our lives as geoscientists, hackers and data wranglers easier or just more awesome

petrophysics-with-python

Petrophysics with Python

portfolio_reactjs

ReactJS based Portfolio Website

predictive_maintainence_system

The scope of project was to predict machine failures using sensor data and optimized corrective maintenance schedule which can identify the indicators of potential failures in production line and can help to prevent some production stops from happening.

probabilistic-avo-analysis

Section 4.3.16 of Quantitative Seismic Interpretation. Avseth, et al, 2005

public-apis

A collective list of free APIs

pyeditorial

A free, open-source Blog CMS based on the "Django" and "Editorial" HTML5 theme.

pythontraining

Practice for Python, pandas, numpy basics to advance to gian more better understanding of the concepts in programming with python.

pytorch-pose-hg-3d

PyTorch implementation for 3D human pose estimation

quantitative_seismic_interpretation

Statistical Rock Physics via Avseth et al, 2005

resumeportfolio

sample_project

satelliteimageryanalytics

segyio-notebooks

Notebooks with examples and demos of segyio

seismicdataprocessing

sfc-using-cnn-parihaka-3d

The project aims to predict seismic facies in a deep learning multi-class semantic segmentation problem based on seismic Parihaka-3D dataset.

sign-language-recogination

Final Year Project serving the sign language translator with custom made capability

signlanguagerecognition

Bachelor Thesis at the Wroclaw University of Science and Technology.

statisticalanalyses

Samples for different R-studio analysis functions

synthetic_well-log_polynomial_regression

This project attempts to construct a missing well log from other available well logs, more specifically an NMR well log from the measured Gamma Ray (GR), Caliper, Resistivity logs and the interpreted porosity from a well.

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

torchgeo

TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data

view-thin-section-images-from-a-porosity-permeability-cross-plot-using-python-altair

This is some very simple python code to view thin sections from a porosity vs. permeability cross plot using python's Altair and Pane

yolov7-deepsort-object-tracking

YOLOv7 Object Tracking using PyTorch, OpenCV and DeepSORT