carliebyrne Goto Github PK

02-getting-to-know-the-tools

Core skills program - week 2 - Getting to know the tools, data munging and exploratory data analytics

03-simple-predictions

Core skills program - week 3 - Simple predictions, regression and statistical model building

04-multivariate-analysis

Core skills program - week 4 - multivariate analysis and dimensionality reduction

05-data-storytelling

Core skills program - week 5 - data storytelling, data ethics and advanced visualisation & communication

06-machine-learning

Core skills program - week 6 - Introduction to machine learning for data fusion

07-deep-learning

Core skills program - week 7 - Introduction to neural networks and deep learning

08-time-network-analysis

Core skills program - week 8 - Process predictions and optimisation over time

09-data-fusion-sandbox

Core skills program - week 9 - Consolidation week - try things out for yourself

10-text-processing

Core skills program - week 10 - Finding needles in wordstacks: natural language processing and text mining

11-spatial-data

Core skills program - week 11 - Spatial analytics and predictions

2016-ml-contest

Machine learning contest - October 2016 TLE

analytic

A python library for fetching, cleaning & sorting the CSV file

awesome-open-geoscience

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

beacontoolkit

Tools for working with modern scientific data

booster_bootcamp

Intro to Python bootcamp at Booster Total, Paris, June 9, 2017

bruges

Geophysics library with various helpful functions

deep-learn-oil

Deep learning tools for predicting oil well data

drillcurve

A tool to track drilling data in 3D using downhole measurements.

facies_net

Software for detection of given facies

geophysical_notes

Collection of geophysical notes in the form of IPython/Jupyter notebooks.

george

Fast and flexible Gaussian Process regression in Python

gio

Geoscience I/O

gp

A tutorial about Gaussian process regression

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

in-bruges

A walking tour of bruges

introduction-datascience-python-book

Introduction to Data Science: A Python Approach to Concepts, Techniques and Applications

las

Python reader for Canadian Well Logging Society LAS (Log ASCII Standard) files.

lasio

Python library for reading and writing well data using Log ASCII Standard (LAS) files

notebooks

IPython Notebooks

planets