edouardfouche Goto Github PK

arxiv-information-explosion

Some basic visualization of ArXiv Metadata, see my blog post "arXiv and the Information Explosion"

autophrase

AutoPhrase: Automated Phrase Mining from Massive Text Corpora

chesstour

A Scala project that creates solutions for the knight's tour problem (closed and/or complete) on arbitrary shaped chessboards

datagenerator

A bunch of little data generators to simulate multivariate dependencies.

deutsche-bahn-time-display

A small Python script to display the time of your next train(s) in a terminal

edouardfouche.github.io

my personal website

elki

ELKI Data Mining Toolkit

embeddedvmfallocation

g-ns-mab

Code for the paper "Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits", Junpei Komiyama, Edouard Fouché and Junya Honda, 2021.

hashcode2020

Solution for the coding challenge Hashcode 2020.

kdtree

A Scala k-d tree library

kit-jupyter-slides-theme

(un)official css theme for KIT presentations with jupyter notebook slideshow

mcde

Monte Carlo Dependency Estimation

mcde-experiments

Experiments for the paper "Monte Carlo Dependency Estimation". Fouché & Böhm. SSDBM'19

mcde-extended

Experiments for the paper "A framework for dependency estimation in heterogeneous data streams". Fouché et al. - DAPD 2020

miningtextoutliers

Code/Data for the paper "Mining Text Outliers in Document Directories", Fouché et al., ICDM 2020.

models

Models built with TensorFlow

neural-based-outlier-discovery

Experiments about the use of neural networks to discover outliers in high-dimensional data

nnohd

nnpraktikum

nyc-taxi-data

Simple analysis of the NYC taxi data

outliernmf

Outlier Detection for Text Data

phd-defense

Slides (with sources) for defending the doctoral dissertation "Estimating Dependency, Monitoring and Knowledge Discovery in High-Dimensional Data Streams"

phd-thesis

Sources of the doctoral dissertation "Estimating Dependency, Monitoring and Knowledge Discovery in High-Dimensional Data Streams"

r-streamgenerator

A statistical muldi-dimensional stream generator for benchmarking stream mining algorithms

s-mab

Code and data for the paper "Scaling Multi-Armed Bandit Algorithms". Fouché, Komiyama, Böhm. KDD'19

segphrase

sgmrd

word2vec

Automatically exported from code.google.com/p/word2vec