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franzi's Projects

autofeat icon autofeat

Linear Prediction Model with Automated Feature Engineering and Selection Capabilities

classifymewhy icon classifymewhy

FastAPI App to explain text classification decisions by highlighting contributing words

conec icon conec

Context Encoders (ConEc) as a simple but powerful extension of the word2vec model for learning word embeddings

evolvemb icon evolvemb

code to reproduce the results from the continuously evolving embeddings paper accepted as a demo paper at ACL 2021

nlputils icon nlputils

Library for analysing text documents: tf-idf transformation, computing similarities, visualisation, etc.

pubvis icon pubvis

PubVis - Web Application for the Interactive Exploration and Discovery of Scientific Publications

simec icon simec

Similarity Encoder (SimEc) Neural Network Framework for learning low dimensional similarity preserving representations

simec-theano icon simec-theano

SimEc code relying on the theano library - check out the simec repo instead for keras based code!

textcatvis icon textcatvis

tools to analyze a collection of texts and identify relevant words

word2vec icon word2vec

DEPRECATED! check out word2vec in the conec repo (https://github.com/cod3licious/conec) instead! -- python port of the word2vec C code (https://code.google.com/p/word2vec/) including negative sampling and the cbow model, closely follows the gensim word2vec implementation (http://radimrehurek.com/gensim/)

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