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sandy4321's Projects

thesis-3 icon thesis-3

My Harvard undergraduate thesis on certifiably optimal rule lists

thief icon thief

Temporal HIErarchical Forecasting

thinc icon thinc

🔮 spaCy's Machine Learning library for NLP in Python

thinkbayes2 icon thinkbayes2

Text and code for the second edition of Think Bayes, by Allen Downey.

thinkdsp icon thinkdsp

Think DSP: Digital Signal Processing in Python, by Allen B. Downey.

thinkpython icon thinkpython

Code examples and exercise solutions from Think Python by Allen Downey, published by O'Reilly Media.

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

thunder icon thunder

scalable analysis of images and time series

tiamat icon tiamat

Pymongo tutorial with NOAA metadata records

tidyr icon tidyr

Easily tidy data with spread and gather functions.

tigris icon tigris

Download and use Census TIGER/Line shapefiles in R

tiirec icon tiirec

A tensor approach for tag-driven item recommendation.

time-series-eda-and-forecast icon time-series-eda-and-forecast

In this section, I begin with the excel file of sales data, which I obtained from the Tableau Community Forum. As a recall, the data contains mostly categorical variables and components of the vectors from the description column. The index column is a timeseries format. The major objective of this section is to understand the general trends in the data, and gain some quick insights, and then predict and forcast the Sales of the category "Technology" of the given sales data.The statistical significance of these observations will be also tested in 'Exploratory Data Analysis'.

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