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sandy4321's Projects

ds_meetups icon ds_meetups

Contents from the Real Data Science USA (formerly LA Data Science) Meetup

dsr16_nlp icon dsr16_nlp

NLP tutorial for the Berlin Data Science Retreat

dss15 icon dss15

Data Science School, Nyeri, Kenya, 2015

dst icon dst

Webspam prediction and analysis using Dempster-Shafer Theory

dst-1 icon dst-1

Combine basic probability assignments with Dempster's rule of combination

dsutils icon dsutils

Command-line tools for doing data science

dtm icon dtm

This implements topics that change over time (Dynamic Topic Models) and a model of how individual documents predict that change.

dtree icon dtree

A simple pure-Python decision tree construction algorithm

dtw icon dtw

Dynamic Time Warping Algorithm can be used to measure similarity between 2 time series. Objective of the algorithm is to find the optimal global alignment between the two time series, by exploiting temporal distortions between the 2 time series.

dummyfier icon dummyfier

Function wrapper for Caret's dummyVars to quickly break out every factor for a given data.frame column. Handles one column formula on 2 or more levels and returns altered data.frame with new columns minus original.

dupeguru icon dupeguru

Find duplicate files. On Linux, Mac OS X and Windows.

dvc icon dvc

Digital Volume Correlation MATLAB code

dwdm icon dwdm

Learning sentiment-specific word representations from tweets

dwl icon dwl

MT reranking experiments with DWL

dynamicpoissonfactorization icon dynamicpoissonfactorization

Dynamic version of Poisson Factorization (dPF). dPF captures the changing interest of users and the evolution of items over time according to user-item ratings.

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