uscdatascience Goto Github PK
Name: USC Information Retrieval & Data Science
Type: Organization
Bio: USC Information Retrieval and Data Science Group
Location: Los Angeles, CA
Blog: http://irds.usc.edu/
Name: USC Information Retrieval & Data Science
Type: Organization
Bio: USC Information Retrieval and Data Science Group
Location: Los Angeles, CA
Blog: http://irds.usc.edu/
Nutch Crawl Analysis - Spark based project
This is a FacetView setup for ocean observation Crawled Data.
Metadata Parser and Solr Indexer. For Python equivalent, checkout https://github.com/USCDataScience/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
A set of tools for extracting tables from PDF files helping to do data mining on (OCR-processed) scanned documents.
LDA Topic Modeling for Polar Data Insights
Information Retrieval for Planetary Science using DeepDive
Conceptual - Temporal - Spatial analysis of the trec polar dataset
Domain Discovery on Polar Domain
Polar USC activities related to NSF Polar CyberInfrastructure program at the University of Southern California
Using Google Search API we collect URLs relevant to the Polar Domain for deep insights and intelligent crawling
This code gets connected to Solr DB created for Sparkler Crawled Data to do further data extraction, classification, filtering and insights generation using various Machine Learning models. The ML models are capable of using keywords list from user, extract features from URL content, and classify (score) output and update Solr parameter accordingly. Apache Sparkler Link: https://github.com/USCDataScience/sparkler
Scala Doclet that produces JSON output
Domain Discovery for the Sparkler Crawl Environment
Combines Apache OpenNLP and Apache Tika and provides facilities for automatically deriving sentiment from text.
An open source project to merge Solr cores in an extremely customizable way.
Spark-Crawler: Apache Nutch-like crawler that runs on Apache Spark.
Web UI for labelling dataset for supervised learning.
A ruby parser using linkeddata and RDF to fetch the JPL Sweet ontology and load it into Neo4J for cool graph queries and examination.
Tattoo detection and localization
Language Detection REST Server using MIT Lincoln Labβs Text.jl library
A place to release saved machine learning models for tika-dl
Image recognition on Spark cluster powered by Deeplearning4j and Apache Tika
A suite of Machine Learning / Deep Learning Dockerfiles to allow Apache Tika to extract objects and to produce textual captions for images and video
Stanford CoreNLP NER addon for Apache Tika's NamerEntityParser
This is a d3 visualization benchmarking named entities extracted by NLTK and Standford Core NLP
A declarative, efficient, and flexible JavaScript library for building user interfaces.
π Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. πππ
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google β€οΈ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.