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Lucia Palova's Projects

courses icon courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

data.table icon data.table

R's data.table package extends data.frame. More info:

dsp icon dsp

data science preparation

pandas_tricks icon pandas_tricks

A guide to useful pandas features for intermediate-level data mungers

pdfextract icon pdfextract

A tool and library that can extract various areas of text from a PDF, especially a scholarly article PDF.

textrank icon textrank

Python implementation of TextRank algorithm (https://web.eecs.umich.edu/~mihalcea/papers/mihalcea.emnlp04.pdf) for automatic keyword extraction and summarization using Levenshtein distance as relation between text units.

thinkstats2 icon thinkstats2

Text and supporting code for Think Stats, 2nd Edition

tpot icon tpot

A Python tool that automatically creates and optimizes machine learning pipelines using genetic programming.

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