Kyle Hundman (khundman)

khundman

Geek Repo

Company:@Meta

Location:United States

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Kyle Hundman's repositories

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.

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marve

For extracting measurements and related entities from text

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FacSearch

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

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MEMEX-WISDOM

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

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wxpython

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

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Aster_Hackathon

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

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.

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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.

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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

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cnn-text-classification-tf

Convolutional Neural Network for Text Classification in Tensorflow

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counterfeit

Pilot for CE domain.

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Einsum

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

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facetview

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

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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.

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elasticsearch

Docker Official Image packaging for elasticsearch

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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.

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Hive_MovieRecommendations

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

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MapReduce_max

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

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MapReduce_ML_Classification

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

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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.

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MapReduce_Wordcount

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

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Pig_SentimentAnalysis

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

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R-walmartKaggle

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

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tensordict

TensorDict is a pytorch dedicated tensor container.

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topic_space

Topic modeling web application

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weapons

Weapons

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