USCDataScience/uscdatascience.github.io

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USCDataScience/uscdatascience.github.io

USCDataScience

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USC Information Retrieval and Data Science Group

sparkler

Spark-Crawler: Apache Nutch-like crawler that runs on Apache Spark.

supervising-ui

Web UI for labelling dataset for supervised learning.

Image-Similarity-Deep-Ranking

Deep Ranking based ImageSimilarity will be developed as plugin on ImageSpace. https://users.eecs.northwestern.edu/~jwa368/pdfs/deep_ranking.pdf

SentimentAnalysisParser

Combines Apache OpenNLP and Apache Tika and provides facilities for automatically deriving sentiment from text.

dl4j-kerasimport-examples

This repository contains deeplearning4j examples for importing and making use of models trained in keras

NLTKRest

This is a REST Server endpoint built using Flask and Python.

tika-dockers

A suite of Machine Learning / Deep Learning Dockerfiles to allow Apache Tika to extract objects and to produce textual captions for images and video

polar.usc.edu

Polar USC activities related to NSF Polar CyberInfrastructure program at the University of Southern California

AgePredictor

Age classification from text using PAN16, blogs, Fisher Callhome, and Cancer Forum

polar-deep-insights

Conceptual - Temporal - Spatial analysis of the trec polar dataset

hadoop-pot

A scalable Apache Hadoop-based implementation of the Pooled Time Series video similarity algorithm based on M. Ryoo et al paper CVPR 2015.

parser-indexer-py

Python tools for parsing documents and building the inverted index with enriched metadata. Java version with slightly different features - https://github.com/USCDataScience/parser-indexer

Jupyter Notebook

video-recognition

TextREST.jl

Language Detection REST Server using MIT Lincoln Lab’s Text.jl library

cmu-fg-bg-similarity

CMU Foreground/Background Similarity Server from DARPA MEMEX

img2text

Models, and associated helper code for GSOC 2017 project Tensorflow Image to Text in Apache Tika

counterfeit-electronics-tesseract

Training Tesseract to better extract serial numbers from images of electronic items

svm-classifier-memex

ufo.usc.edu

Collection of projects from IRDS students studying unidentified flying objects

pdi-topics

LDA Topic Modeling for Polar Data Insights

deepsentirank

Deep Learning based Sentiment Ranking for Multimedia

file-content-analyzer

A set of python modules to perform Byte Frequency Analysis, Byte Frequency Correlation, Cross Correlation and FHT analysis on files

PersonaExtraction

imagecat2

Imagecat Version 2

nutch-analytics

Nutch Crawl Analysis - Spark based project

memex-cca-esindex

TrojanFootball

Analyses athletes past performance and workload for a better training

counterfeit-crawling

Focused Crawling and Evaluation of Counterfeit Electronics Sites

tika-dl-models

A place to release saved machine learning models for tika-dl

sparkler-jsdriver

file-content-visualizer

Visualizations for Byte frequency analysis, Byte frequency correlation, Byte frequency cross-correlation and FHT.

sparkler-ui

PlanetaryIR

Information Retrieval for Planetary Science using DeepDive