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annualreview-complearning

Demonstration code for the paper 'Bringing machine learning and compositional semantics together' (Percy Liang and Christopher Potts)

courseproject

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

cvpr2015

cvtex

XeTeX cv templates

datasciencecoursera

dataset-examples

Samples for users of the Yelp Academic Dataset

datasharing

The Leek group guide to data sharing

exdata_plotting1

Plotting Assignment 1 for Exploratory Data Analysis

google-ngrams

Python scripts for retrieving CSV data from the Google Ngram Viewer and plotting it in XKCD style. The Python script for retrieving ngram data was originally modified from the script at www.culturomics.org.

google-ngrams-scraper

Scrapes n-gram frequencies from Google's Ngram Viewer.

gr1llman.github.io

Github pages repository for assignment files for "Practical Machine Learning" a Johns Hopkins Bloomberg School of Public Health course offered through coursera.org

ising

A simple Monte Carlo simulation of the 2D Ising model

mcmcglmm-intro

A tutorial showing how to set up a Bayesian "lmer" model using MCMCglmm

mreliability

MATLAB Functions for Computing Inter-Observer Reliability

n-grams

My Python n-gram Language Model from an NLP course. Since there are so public implementations, I feel free to post mine.

percent

practical-machine-learning

programmingassignment2

Repository for Programming Assignment 2 for R Programming on Coursera

python-tweet-clustering

With the help of OpenCV library for python we perform simple clustering of tweets, using character N-gram method applied for hashes

retrieving-processing-visualizing

swig-srilm

SWIG Wrapper for the SRILM toolkit

syntactic-ngram-builder

syntree

Javascript/canvas linguistics syntax tree generator.

test-repo

tflearn

Deep learning library featuring a higher-level API for TensorFlow.

varikn

A toolkit for producing n-gram language models. The highlights are the implementation of Kneser-Ney growing and revised Kneser pruning methods.

wordfreq

Access a database of word frequencies, in various natural languages.