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RK's Projects

acl2016-optimizing-rouge icon acl2016-optimizing-rouge

Code for our optimizer which takes scored sentences and extract the best summary according to the ROUGE approximation.

adult-income-classification icon adult-income-classification

In this project I will use various machine learnings algorithms to classify whether or not a particular observation has an income greater than $50,000 or not. I will evaluate the efficiency of each model by the percentage of correct classifications it makes. Data provided by kaggle.com

autorccar icon autorccar

OpenCV Python Neural Network Autonomous RC Car

azure-ml icon azure-ml

Training resources around Azure Machine Learning

bank icon bank

Accepts PDF statement and extract table from it, feed into database and make user to view their deposits accordingly in form on graph and tabular form

bankchatbot icon bankchatbot

Developed using IBM Watson Conversation Service, this is a banking assisstant chatbot which can help the users in knowing their bank account balance and getting their mobile recharged.

benchm-ml icon benchm-ml

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Python scikit-learn, H2O, xgboost, Spark MLlib etc.) of the top machine learning algorithms for binary classification (random forests, gradient boosted trees, deep neural networks etc.).

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