nmf
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Projet de NLP pour la suggestion de tags sur Stack Overflow. Comparaison de modèles supervisés (Logistic Regression, SGD, SVM, XGBoost) et non supervisés (LDA, NMF). Implémentation finale dans une API Streamlit déployée sur Streamlit Cloud
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Aug 18, 2024 - Jupyter Notebook
A webapp for recommending movies based on two models: collaborative filtering with non-negative matrix factorisation and k-nearest neighbours algorithm.
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Aug 31, 2021 - Python
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May 30, 2017 - R
Real Time Sound Separator by Python
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Jun 22, 2022 - Python
An exercise on the use of NMF for Blind Signal Separation
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Nov 8, 2021 - Jupyter Notebook
Automatic Support Ticket Classification using NLP and Topic Modelling (NMF)
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Aug 21, 2024 - Jupyter Notebook
MATLAB code for stochastic variance reduced multiplicative updates (SVRMU) for NMF 1.0.0
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Jul 23, 2018
archR: Identifying promoter sequence architectures de novo using NMF
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Jul 1, 2021 - R
A Movie Recommender using Python and Flask with both non-negative matrix factorization (NMF) and collaborative filtering models
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Dec 4, 2022 - CSS
Supervised Confounding Aware NMF for Polygenic Risk Modeling. MLHC 2020.
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Mar 17, 2021 - Python
Non-negative matrix factorization method
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Apr 13, 2020 - Jupyter Notebook
Non-Negative Matrix Factorization analysis of 1890 editions of Emily Dickinson's poetry
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Feb 28, 2021 - Jupyter Notebook
Using NLP to explore common narrative and character themes and archetypes among 7 different Starfinder Adventure Paths.
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Feb 26, 2021 - Jupyter Notebook
AnnData wrapper of the ARD-NMF module from SignatureAnalyzer
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Jun 6, 2022 - Jupyter Notebook
This project uses NLP and NMF techniques for topic modeling on movie reviews. It reads a CSV file, cleans text by removing stopwords & lemmatizing words, vectorizes using TfidfVectorizer, and extracts 10 topics with NMF. The code can be adapted to work with any domain's dataset.
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Apr 15, 2023 - Jupyter Notebook
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