khundman Goto Github PK

accenture_chicago_analytics_competition

(R) 1st place presentation along with code sample for working with shape files and GGPLOT in R. Additional info can be found here: http://www.chicagotribune.com/news/local/suburbs/evanston_skokie_morton_grove/community/chi-ugc-article-accenture-supports-northwestern-university-gr-2014-06-06,0,5433739.story

aster_hackathon

(Aster's MapReduce SQL) 1st place code and presentation from 10-hour Aster hackathon sponsored by Aster Teradata.

cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

counterfeit

Pilot for CE domain.

einsum

(Python) A custom implementation of Numpy's Einsum function (Python)

elasticsearch

Docker Official Image packaging for elasticsearch

facetview

Port of FacetView (okfn/facetview) working towards Solr back end.

facsearch

A modern application for analyzing and visualizing facilities data by linking to AutoCAD drawings

hadoop_kmeans

(MapReduce Java, Pig, Python) Implementation of Kmeans algorithm on unstructured data stored in HDFS. Dataset is CMS medicare data released in April 2014.

hive_movierecommendations

(Hive) Using user's ratings of previously watched movies, recommendations for unseen movies are provided.

kwikcluster

mapreduce_max

(MapReduce Java) Code for calculating maximum temperature by year from two sample data sets (included).

mapreduce_ml_classification

(MapReduce Java) Code for a machine learning classification problem.

mapreduce_standarddeviation

(MapReduce Java) Building off the MapReduce_Wordcount problem, this MapReduce Java code finds the st. dev. rather than the average. Two separate MapReduce jobs are needed.

mapreduce_wordcount

(MapReduce Java) Code for counting words that meet certain conditions.

marve

For extracting measurements and related entities from text

measurements

memex-wisdom

Anomaly detection system/interface for tracking online weapons advertisements as part of DARPA MEMEX project

pig_sentimentanalysis

(Apache Pig) Using dictionaries of positive and negative words, the sentiment of tweets is calculated.

pig_spellingcorrection

(Apache Pig, MapReduce Java, Java UDFs) Code for correcting misspelled words by stemming words and calculating Levenshtein distance for a dictionary of words.

r-walmartkaggle

(R) Code used in Kaggle competition for predicting Walmart department sales

shield

shield-1

starwars_sentiment

(Python, Stanford Core NLP) The dialogue from Star Wars Episode IV: A New Hope is parsed into allegiance (rebel, empire, other) and run through Stanford Core NLP's Sentiment Analyzer. The sentiment of the Rebel Alliance is then visualized over time.

telemanom

A framework for using LSTMs to detect anomalies in multivariate time series data. Includes spacecraft anomaly data and experiments from the Mars Science Laboratory and SMAP missions.

tensordict

TensorDict is a pytorch dedicated tensor container.

topic_space

Topic modeling web application

weapons

Weapons

web_scraping_and_classification

(Python) Using BeautifulSoup and Whoosh, Wikipedia text is indexed for all of the capital cities of the world and their countries.

wxpython

(Python) Module and GUI (using wxPython) for creating a Bayesian Network and doing inference on that network.