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Regional inequality data and analysis
Data and methodology for the Big Mac index
Data and code behind the Economist's Graphic Detail section.
VIP cheatsheets for Stanford's CS 229 Machine Learning
R package: Convert country names and country codes. Assigns region descriptors.
A minimal & modern LaTeX template for your (bachelor's | master's | doctoral) thesis
A collection of machine learning examples and tutorials.
Data Science Notebook on a Classification Task, using sklearn and Tensorflow.
An updated LaTeX template for University of Tennessee theses and dissertations.
A web interface to create custom vector-based visualizations on top of RAWGraphs core
The Python notebook created during the UTKML Python demo.
Biologically-Inspired and Machine Learning Algorithms written in Python
Practical examples for the R caret machine learning package
🎓 A collection of interactive courses for the swirl R package.
neuralnetworksanddeeplearning.com integrated scripts for Python 3.5.2 and Theano with CUDA support
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
A complete daily plan for studying to become a machine learning engineer.
A collection of tutorials and examples for solving and understanding machine learning and pattern classification tasks
Snape is a convenient artificial dataset generator that wraps sklearn's make_classification and make_regression and then adds in 'realism' features such as complex formating, varying scales, catego…
The most cited deep learning papers
Python/PyMC3 versions of the programs described in Doing bayesian data analysis by John K. Kruschke
A python tutorial on bayesian modeling techniques (PyMC3)
Playing with HackerRank 30 Challenge using Clojure, Java, Python, C++, and JavaScript