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Jacob Mathew's Projects

covid19_timeseries icon covid19_timeseries

Make plot of the number of confirmed cases/ deaths/ number of people recovered from COVID 19.

cv icon cv

My curriculum vitae in LaTeX, updated regularly

happiness-score-country icon happiness-score-country

Building a neural network to predict the happiness score according to economic prodution, social score, etc. Dataset is obtained from https://www.kaggle.com/unsdsn/world-happiness

predict-google-stock icon predict-google-stock

Using LSTM layers in the Keras package I built an RNN to predict the trend in the google stock price. I am using 5 years of data to train

predict-yelp-review- icon predict-yelp-review-

Yelp reviews are used to train a classifier using keras libraries to predict if a review is positive (4 or 5) or negative (1, 2 or 3)

spamfilter icon spamfilter

Created a spam filter using Neural Networks (keras) and Logistic Regression

train-alarm-at-grade-crossing icon train-alarm-at-grade-crossing

This is a python script that I wrote using GeoPandas library. Data about the location of Metra trains was extracted from the Metra GTFS API. This was overlayed with a point layer with all grade crossing locations on the metra line using GeoPandas. The script indicates an alert when a train is within a grade crossing buffer.

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