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2013-pycon-awesome-big-data-algorithms

ad3

Alternating Directions Dual Decomposition

aima-python-mirror

Mirror of the aima-python svn repository

arrgh

A newcomer's (angry) guide to data types in R

arsenal

Collection of various python utilities, recipes, and "gutted" components of other projects.

aurora1625.github.io

awesome-probabilistic-networks

bayesboost

Bayesian Optimization using xgboost and sklearn API

bayesian-belief-networks

Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.

bayesianoptimization

A Python implementation of global optimization with gaussian processes.

bayesnn

Simple numpy implementation of (Bayesian) Neural Network

bayespy

Bayesian Python: Bayesian inference tools for Python

bda_py_demos

Bayesian Data Analysis demos for Python

beamer-hackd

Beamer/LaTeX theme

bibtex2latexreview

Extract reviews from BibTeX database and create a nice LaTeX doc from it

big-data-tutorial

Big Data Tutorial

bllip-parser

Official repository for the BLLIP reranking parser (also known as Charniak-Johnson parser, Charniak parser, Brown reranking parser) See http://pypi.python.org/pypi/bllipparser/ for Python module.

bloomfilter-tutorial

A Bloom Filter Tutorial

buildingmachinelearningsystemswithpython

Source Code for the book Machine Learning Systems with Python

cambridge-beamer

University of Cambridge house style for LaTeX Beamer

chainsofreasoning

Code for the paper - Chains of Reasoning over Entities, Relations, and Text using Recurrent Neural Networks

cjkfontscript

Get OS X's default CJK GUI font replaced into Source Han Sans

cleveralgorithms

An open source book that describes a large number of algorithmic techniques from the the fields of Biologically Inspired Computation, Computational Intelligence and Metaheuristics in a complete, consistent, and centralized manner such that they are accessible, usable, and understandable.

climin

Optimizers for machine learning

complang

fmri analysis scripts for complang experiments

compositional_structure_search

crf

CRF is a Java implementation of Conditional Random Fields, an algorithm for learning from labeled sequences of examples. It also includes an implementation of Maximum Entropy learning.

cv

CV, typesetted in Helvetica Neue, using XeTeX, TikZ and Biblatex

d3-cloud

Create word clouds in JavaScript.

deeplearning

Deep Learning (Python, C/C++, Java, Scala)