mathkann Goto Github PK

massive-data-mining

Code , Notes and Algorithms for the Mining of Massive Datasets book

mathesia

Adventures in the Mathland

mathkann.github.io

Content for my blog

metrics

Machine learning evaluation metrics, implemented in Python, R, Haskell, and MATLAB / Octave

ml

Notes, Code & Projects on Machine Learning

ml-ease

ADMM based large scale logistic regression

mlalgorithms

Minimal and clean examples of machine learning algorithms

mlxtend

A library of extension and helper modules for Python's data analysis and machine learning libraries.

moe

A global, black box optimization engine for real world metric optimization.

moocies

My MOOC works

multiverso

Parameter server framework for distributed machine learning

numpy_exercises

Numpy exercises.

oceanic-next-italic

Color scheme for VS Code, Sublime Text and Atom

optimizt

Notes and Code on Optimization from the ground-up

optunity

optimization routines for hyperparameter tuning

or-tools

Google's Operations Research tools

papers

Collection of papers

pattern

Web mining module for Python, with tools for scraping, natural language processing, machine learning, network analysis and visualization.

pelican-bootstrap3

Bootstrap 3 theme for Pelican

pmtk3

Probabilistic Modeling Toolkit for Matlab/Octave.

practical_rl

A course in reinforcement learning in the wild

predictionio

PredictionIO, a machine learning server for developers and ML engineers. Built on Apache Spark, HBase and Spray.

probabilista

Problems & Solutions on Probability & Statistics

probabilistic-graphical-models

Model Based Machine Learning using PGM

probabilistic-programming

Machine Learning & Inference via Probabilistic Models

probabilistic-programming-and-bayesian-methods-for-hackers

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

probabilistic-programming-intro

project_plotline

Capstone project for Galvanize - Data Science Immersive. 'Project Plotline' looks at the emotional content of movie scripts (web scraping, NLP, dynamic programming, clustering, data visualization)

pydata-projects

Python Data Projects

python-machine-learning-book

The "Python Machine Learning" book code repository and info resource