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100-days-of-ml-code

100 Days of ML Coding

2016-ml-contest

Machine learning contest - October 2016 TLE

2017-tle-hall

Three data analytics party tricks, March 2017

2020-ml-contest

FORCE 2020: Machine Predicted Lithology

2020_force_lithology_prediction

26-weeks-of-data-science

Email Newsletter

30-days-of-python

30 days of Python programming challenge is a step by step guide to learn Python programming language in 30 days.

3d-seismic-attribute

The purpose of this repo is to reconstruct 3D Seismic attributes using Python.

adtk

A Python toolkit for rule-based/unsupervised anomaly detection in time series

ai-in-well-logging

人工智能在石油测井上的应用包括采用机器学习，深度学习等相关方法进行岩性识别与相关测井曲线的回归。The application of artificial intelligence in well logging includes the use of machine learning, deep learning and other related methods for lithology identification and regression of related well logging data.

ai_ml_seismic_log

This is for AI prediction using seismic attributes

altair-used-to-interrogate-petrophysical-well-log-data

In this repository we interrogate petrophysical log data using Python's Interactive Altair

applied-machine-learning-approach-to-predict-sonic-log-from-different-wire-line-logs

asap

Anomaly Screening Applying Pseudowells (ASAP). FORCE Hackathon, Stavanger 18-19 September 2018.

ascii2segy

This script uses segpy to convert ascii files to segy

asi-pytorch

Pytorch implementations of "Automatic Seismic Interpretation" publications and repositories

augmentor

Image augmentation library in Python for machine learning.

auto-sklearn

Automated Machine Learning with scikit-learn

autobel-v1.0

This is the repository for the Auto-BEL implementation in Python

automatedwelllogcorrelation

Framework for correlating two or more well logs using feature vectors generated from CNN's in Pytorch

automatic-salt-deposits-segmentation

automatic-well-to-well-correlation

PCA is a statistical method used to reduce the number of variables of large-dimensional data for better analyzing multivariable problems

automatic_well_tie

Prototyping an Automatic Seisimic-to-Well tie using Dynamic Time Warping

autoplotter

avo_explorer

Interactive Jupyter notebook to explore AVO effects and AVO classes.

awesome-datascience

:memo: An awesome Data Science repository to learn and apply for real world problems.

awesome-machine-learning

A curated list of awesome Machine Learning frameworks, libraries and software.

awesome-object-detection

Awesome Object Detection based on handong1587 github: https://handong1587.github.io/deep_learning/2015/10/09/object-detection.html

awesome-open-geoscience

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

awesome-production-machine-learning

A curated list of awesome open source libraries to deploy, monitor, version and scale your machine learning