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Insight Data Science: Data Engineering Project (Winter 2017)

consumer-report

A look into Financial Institutions and Consumer Reports using Python & Pandas Data Analytics tool. Data provided by the Bureau of Consumer Financial Protection.

datastructuresandalgorithms

Various examples of codes implemented for different algorithms in computer science.

fulfillment-webhook-getting-started

lime

Lime: Explaining the predictions of any machine learning classifier

nyc-citibike-program

The Data Incubator Challenge: The Citi Bike Program in New York City.

paymentfrauddetection

Insight Data Engineering Challenge: Implementation of fraud detection algorithm based on history of user transactions and in-network 'friend'.

reddit

What makes a post voted as a top post on reddit? What are discussed in various reddit communities? Data analysis and machine algorithm are used to predict if a post make it to the top or not. Several relevant questions are discussed using live data from reddit's API.

reinforcementlearning

rl2_openaigym

scripts

This repo contains all relevant code for the DS study

tbd-nets

PyTorch implementation of "Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning"

tensorflowsimpleexamples

A few examples on how to use TensforFlow

titanic

Titanic Challenge by Kaggle

turbins

My scientific (in-house) source code to model oceanic and atmospheric flows

visual-qa

Keras-based LSTM/CNN models for Visual Question Answering