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cholesky

Cholesky Decomposition for solving linear systems

classifiers

Logistic Regression, SVM, Decision Trees, K-NN and Naïve Bayes with 5-Fold Cross Validation

example-scripts

Example Machine Learning Scripts for Numerai's Tournament

health_keysearch_analysis

Analysis on how people per countries use the web for health issues as their 'Home Doctor'.

man-in-the-middle_attack_ssh

Man in the middle attack to SSH on VMWare (64-bit Debian Linux)

real-or-not_disaster_tweets_nlp

We build a machine learning model that predicts which Tweets are about real disasters and which one’s aren’t. Natural Language Processing Kaggle Contest: https://www.kaggle.com/c/nlp-getting-started

reservoir_sampling

Reservoir Sampling algorithm of K items from an unknown N itemsize data stream (probability K/N to be sampled) - space complexity O(K)

rulelist

s-classy

Discovering Rule Lists with Preferred Variables

skyline_queries_mybnl

Skyline Queries on NBA dataset

slim

This is a scikit-learn-compatible, partial implementation of Smets and Vreeken (2012), SLIM: Directly mining description patterns, SDM12.

spam_sms_classifier_kaggle-contest

The goal is to create a classifier that predicts whether or not a sms message is spam, using the text of the sms message.

spatial_data_management

Spatial Index, Range-Search Window Selection for Beijing Restaurants' coordinates

ssdpp-numeric

This repository reproduces the experiments of the paper "Discovering outstanding subgroup lists for numeric targets using MDL" published at ECML-PKDD.

stack_buffer_overflow

A stack buffer overflow example on VMware (64-bit Debian Linux)

web-based_data_information_system_analytics

Project for 'advanced database technologies' course