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Cilia Madani's Projects

labr icon labr

LABR: Large Scale Arabic Book Reviews Dataset

linear_regression_live icon linear_regression_live

This is the code for the "How to Do Linear Regression the Right Way" live session by Siraj Raval on Youtube

meteorite-landing-geolocalisation icon meteorite-landing-geolocalisation

The Meteoritical Society collects data on meteorites that have fallen to Earth from outer space. This dataset includes the location, mass, composition, and fall year for over 45,000 meteorites that have struck our planet.

ml-fraud-detection icon ml-fraud-detection

Credit card fraud detection through logistic regression, k-means, and deep learning.

pandas icon pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

scratch-knn- icon scratch-knn-

KNN classfier from scratch for both regression and classification applied on the Iris datset

textblob icon textblob

Simple, Pythonic, text processing--Sentiment analysis, part-of-speech tagging, noun phrase extraction, translation, and more.

tf-tfidf-pos-weighting icon tf-tfidf-pos-weighting

Comparison between 3 RF classfiers using TF, TFIDF and POS tags weighting on a dataset of tweets, also using unigrams, bigrams and trigrams.

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