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Stamatis Karlos's Projects

decision-trees-sgd icon decision-trees-sgd

This project uses various decision tree algorithms to generate features for learning a linear separator

fma icon fma

FMA: A Dataset For Music Analysis

fsa icon fsa

FSA (Fisheries Stock Assessment) package provides R functions to conduct typical introductory fisheries analyses. See installation instructions further below.

greek-words-evolution icon greek-words-evolution

A systematic NLP framework that uses diachronic word embeddings to trace semantic shifts or variations in the context of words over time in the Greek language.

hmmlearn icon hmmlearn

Hidden Markov Models in Python, with scikit-learn like API

hyperas icon hyperas

Keras + Hyperopt: A very simple wrapper for convenient hyperparameter optimization

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

imagefilter icon imagefilter

WEKA filter that uses LIRE to extract image features

jclal icon jclal

JCLAL is a general purpose framework developed in Java for the active learning research area.

jfeaturelib icon jfeaturelib

Free Java library for image features and point/region detectors used in ComputerVision

kapre icon kapre

kapre: Keras Audio Preprocessors

kuncheva_galar_icdm2015 icon kuncheva_galar_icdm2015

L Kuncheva and M Galar. Theoretical and Empirical Criteria for the Edited Nearest Neighbour Classifier, ICDM 2015

learn-pandas icon learn-pandas

Tutorials on how to use pandas effectively to do data analysis

lfg icon lfg

Lagged Fibonacci Generator

libact icon libact

Pool-based active learning in Python

librosa icon librosa

Python library for audio and music analysis

lrp_toolbox icon lrp_toolbox

The LRP Toolbox provides simple and accessible stand-alone implementations of LRP for artificial neural networks supporting Matlab and Python. The Toolbox realizes LRP functionality for the Caffe Deep Learning Framework as an extension of Caffe source code published in 10/2015.

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