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admetricevaluation.jl

A collection of experiments targeted on evaluation of different metrics used for evaluation of anomaly detection algorithms

alfvendetectors.jl

A collection of algorithms for Alfven eigenmode detection in tokamak plasma.

anomalydetection.jl

anomalysandbox.jl

conditionaldists.jl

Conditional probability distributions powered by DistributionsAD.jl

dissertation

evalcurves.jl

Lightweight implementation of PR and ROC curves.

fewshotanomalydetection.jl

generativead.jl

Generative models for anomaly detection

genmodels.jl

Deep neural generative models based on Flux library.

hierarchicalad.jl

A repository containing source code for anomaly detection via hierarchical generative models such as Variational Ladder Autoencoder.

kbc-accounting

skript pro generování .xml podkladů pro import do Pohody

knn.jl

The k-nearest neighbors algorithm in Julia

multiobjective.jl

Identification of Pareto optimal criterion.

nice-utilities

paperutils.jl

Utilities for creating content for LaTex papers with Julia.

pdffraud.jl

Pdf fraud detection with Julia and neural networks.

sdd_protocol

Protocol for the PhD course "Samoorganizace a dolování dat/Self-organization and data mining" at FNSPE CTU.

sgad

This project aims to detect anomalies in images on three different levels - shape, foreground and background texture.

trm

Learning Representations that Support Robust Transfer of Predictors

uci.jl

Collection of UCI datasets transformed into anomaly detection benchmarks.

vbmatrixfactorization.jl

Variational Bayes matrix factorization for MIL problems