edouardfouche
Data Scientist, Postdoc @ KIT. Especially interested in Data Science, AI, Python, Scala. Hobbyist photographer, Roller Derby Skater
Black Forest, Germany
Pinned Repositories
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
kit-jupyter-slides-theme
(un)official css theme for KIT presentations with jupyter notebook slideshow
MCDE
Monte Carlo Dependency Estimation
MiningTextOutliers
Code/Data for the paper "Mining Text Outliers in Document Directories", Fouché et al., ICDM 2020.
neural-based-outlier-discovery
Experiments about the use of neural networks to discover outliers in high-dimensional data
S-MAB
Code and data for the paper "Scaling Multi-Armed Bandit Algorithms". Fouché, Komiyama, Böhm. KDD'19
SGMRD
ibmdbpy
A Pandas-like SQL-wrapper for in-database analytics with IBM Db2.
edouardfouche's Repositories
edouardfouche/kit-jupyter-slides-theme
(un)official css theme for KIT presentations with jupyter notebook slideshow
edouardfouche/neural-based-outlier-discovery
Experiments about the use of neural networks to discover outliers in high-dimensional data
edouardfouche/S-MAB
Code and data for the paper "Scaling Multi-Armed Bandit Algorithms". Fouché, Komiyama, Böhm. KDD'19
edouardfouche/MiningTextOutliers
Code/Data for the paper "Mining Text Outliers in Document Directories", Fouché et al., ICDM 2020.
edouardfouche/DataGenerator
A bunch of little data generators to simulate multivariate dependencies.
edouardfouche/MCDE
Monte Carlo Dependency Estimation
edouardfouche/chesstour
A Scala project that creates solutions for the knight's tour problem (closed and/or complete) on arbitrary shaped chessboards
edouardfouche/deutsche-bahn-time-display
A small Python script to display the time of your next train(s) in a terminal
edouardfouche/SGMRD
edouardfouche/edouardfouche.github.io
my personal website
edouardfouche/phd-defense
Slides (with sources) for defending the doctoral dissertation "Estimating Dependency, Monitoring and Knowledge Discovery in High-Dimensional Data Streams"
edouardfouche/R-streamgenerator
A statistical muldi-dimensional stream generator for benchmarking stream mining algorithms
edouardfouche/arxiv-information-explosion
Some basic visualization of ArXiv Metadata, see my blog post "arXiv and the Information Explosion"
edouardfouche/AutoPhrase
AutoPhrase: Automated Phrase Mining from Massive Text Corpora
edouardfouche/elki
ELKI Data Mining Toolkit
edouardfouche/EmbeddedVMFAllocation
edouardfouche/G-NS-MAB
Code for the paper "Finite-time Analysis of Globally Nonstationary Multi-Armed Bandits", Junpei Komiyama, Edouard Fouché and Junya Honda, 2021.
edouardfouche/hashcode2020
Solution for the coding challenge Hashcode 2020.
edouardfouche/kdtree
A Scala k-d tree library
edouardfouche/MCDE-experiments
Experiments for the paper "Monte Carlo Dependency Estimation". Fouché & Böhm. SSDBM'19
edouardfouche/MCDE-EXTENDED
Experiments for the paper "A framework for dependency estimation in heterogeneous data streams". Fouché et al. - DAPD 2020
edouardfouche/models
Models built with TensorFlow
edouardfouche/NNOHD
edouardfouche/NNPraktikum
edouardfouche/nyc-taxi-data
Simple analysis of the NYC taxi data
edouardfouche/outliernmf
Outlier Detection for Text Data
edouardfouche/phd-thesis
Sources of the doctoral dissertation "Estimating Dependency, Monitoring and Knowledge Discovery in High-Dimensional Data Streams"
edouardfouche/SegPhrase
edouardfouche/word2vec
Automatically exported from code.google.com/p/word2vec