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Jsm's Projects

aas icon aas

Code to accompany Advanced Analytics with Spark from O'Reilly Media

abot icon abot

Abot makes it easy and fun to build your own digital assistant, and we include everything you need to get started.

absinthe icon absinthe

Ἀψίνθιον — A highly integrated, advanced, extensible and cluster-ready server.

academic_advisory icon academic_advisory

Collected opinions and advice for academic programs focused on data science skills.

adam icon adam

A genomics processing engine and specialized file format built using Apache Avro, Apache Spark and Parquet. Apache 2 licensed.

agentnet icon agentnet

Deep Reinforcement Learning library for humans

aif360 icon aif360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.

aima-python icon aima-python

Python implementation of algorithms from Russell And Norvig's "Artificial Intelligence - A Modern Approach"

airline-sentiment-analysis--text-mining icon airline-sentiment-analysis--text-mining

Airline Industry is the top competetive industry where the customer satisfaction is very important for their business.I this modern world the better side of the industry depends on the understanding of your customer.With the growing social media it is very easy for people to know about the positives and negatives of a particular airline based on the twitter reviews.So it is very important to analyze your twitter data and find the expectation of the customer and know where you are lagging. In this process we extracted Data from the twitter for different airlines in United States and performed text mining in R and SAS to predict the sentiment of the data. Classified the negative sentiments into different category and compared among the airlines to give insights for the business development.

ajax-solr icon ajax-solr

A JavaScript framework for creating user interfaces to Solr.

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