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Giovanni Cherubin's Projects

cleanview icon cleanview

A clean kanboard template that suits me well

cmdiary icon cmdiary

Little diary-notes keeper from command line.

cphmm icon cphmm

Conformal Prediction for Hidden Markov Models

cpy icon cpy

Conformal Prediction

exact-cp-optimization icon exact-cp-optimization

Code accompaining the paper "Exact Optimization of Conformal Predictors via Incremental and Decremental Learning"

expsuite icon expsuite

PyExperimentSuite is an open source software tool written in Python, that supports scientists, engineers and others to conduct automated software experiments on a larger scale with numerous different parameters. It reads parameters (or ranges of parameters) from a configuration file, runs the experiments using multiple cores if desired and logs the results in files. Parameter combinations can be evaluated as a grid (each combination of parameters) or in a list (try several defined parameter combinations in row). PyExperimentSuite also supports continuing any experiments where left off when the execution was interrupted (e.g. power failure, process was killed, etc.). The experiment results can be obtained in different ways by a built-in Python interface.

fbleau icon fbleau

A tool for estimating a system's information leakage via Machine Learning

linefeed icon linefeed

Configurable, extensible, interactive line reader

nonconformist icon nonconformist

Python implementation of the conformal prediction framework.

p icon p

p, a password manager

random-world icon random-world

Standalone implementation of Conformal Prediction and other distribution-free Machine Learning methods.

rs icon rs

Remote Sensing. Build-up land extraction.

rust-emd icon rust-emd

A Rust crate for computing the Earth Mover's Distance (pyemd wrapper)

strsim-rs icon strsim-rs

:abc: Rust implementations of string similarity metrics

svm icon svm

Matlab implementation of Support Vector Machine (SVM)

wfes icon wfes

A framework for evaluating Website Fingerprinting attacks/defences, accompaining the paper "Bayes, not Naïve: Security Bounds on Website Fingerprinting Defenses" (Cherubin, 2017)

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