GitHub topics: nmf-decomposition
salar96/MEP-Orthogonal-NMF
Clustering and resource allocation using Deterministic Annealing Approach and Orthogonal Non-negative Matrix Factorization O-(NMF)
Language: Jupyter Notebook - Size: 1.31 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 10 - Forks: 3

AldiPradana-KD/Automatic-Ticket-Classification
This project processes customer complaint data using pandas for data manipulation and applies text preprocessing techniques, including lemmatization, to clean and normalize complaint text. The `tqdm` library provides progress bars for efficient tracking of text processing tasks.
Size: 1.95 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Mr-TalhaIlyas/SegNext
SegNext Implementation in PyTorch
Language: Python - Size: 3.52 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 55 - Forks: 9

Animadversio/Neuronal_Feature_Attribution_Model
Feature Attribution methods for neurons and Evolution experiments
Language: Jupyter Notebook - Size: 4.13 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

gopireddy99/Topic_Modelling
Topic Modelling in NLP using Sample Amazon Reviews dataset
Language: Jupyter Notebook - Size: 32.2 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

benedekrozemberczki/BoostedFactorization
An implementation of "Multi-Level Network Embedding with Boosted Low-Rank Matrix Approximation" (ASONAM 2019).
Language: Python - Size: 829 KB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 36 - Forks: 13

wecarsoniv/beta-divergence-metrics
PyTorch implementations of the beta divergence loss.
Language: Python - Size: 360 KB - Last synced at: 28 days ago - Pushed at: over 3 years ago - Stars: 10 - Forks: 0

GuitarsAI/NMF_Application_Example
NMF Decomposition of two iconic rock songs introductions.
Language: Jupyter Notebook - Size: 34.2 MB - Last synced at: about 1 year ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

crhisto/DecoFlex
DecoFlex deconvolution method for Omic data implemented as DecoFlexR
Language: R - Size: 8.81 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

Surya97/MWDB-project
Multimedia and Web Databases Fall 2019 project
Language: Python - Size: 53.5 MB - Last synced at: over 1 year ago - Pushed at: almost 3 years ago - Stars: 0 - Forks: 1

pierreablin/tlnmf
Transform Learning for NMF
Language: Python - Size: 2.06 MB - Last synced at: 9 days ago - Pushed at: over 6 years ago - Stars: 12 - Forks: 5

opsabarsec/NLP-automatic-tagging-stackoverflow-posts
AI - automatic assignment of tags to stackoverflow threads
Language: Jupyter Notebook - Size: 66.4 MB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

csbbcompbio/CSBB-v3.0
CSBB - Computational Suite For Bioinformaticians and Biologists
Language: Perl - Size: 4.7 MB - Last synced at: over 1 year ago - Pushed at: almost 7 years ago - Stars: 6 - Forks: 7

marcromani/cocktail
A blind source separation package using non-negative matrix factorization and non-negative ICA
Language: Python - Size: 3.12 MB - Last synced at: almost 2 years ago - Pushed at: almost 4 years ago - Stars: 13 - Forks: 3

pareshg18/Topic-Modelling-Amazon-Fine-Food-Reviews
Summarizing amazon fine food reviews and finding relevant topics through NLP based models
Language: Jupyter Notebook - Size: 19.2 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 1 - Forks: 1

npcrites/MATH189-HPC-NMF Fork of jlucassen/MATH189-HPC-NMF
MATH189 final project, trying to do non-negative matrix factorization in parallel
Language: Jupyter Notebook - Size: 25.3 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Varun-N-M/Songs-recommendation_using_NMF
This is a machine learning project that aims to recommend songs to users based on their listening history and rating. Non-negative Matrix Factorization (NMF) is used for song recommendation.
Language: Python - Size: 3.87 MB - Last synced at: about 2 years ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

Abhishek0697/Acoustic-classification-and-localisation-of-sound-sources-for-autonomous-vehicles-using-ML
Audio-based perception for autonomous cars is very important for discerning and comprehending the environment, as it can complement existing vision-based perception and pave the way for multimodal operation. However, these sensors have not yet been fully established in modern autonomous vehicles, robbing the system of context when needing to make important driving decisions. Our project seeks to take steps towards tackling this by applying machine learning techniques to help separate, classify and localise sounds of objects in a car’s vicinity. With these two capabilities, a car is more well-informed of its surroundings and can act accordingly (such as responding and making way for police cars, ambulances and fire trucks).
Language: Jupyter Notebook - Size: 6.3 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 5 - Forks: 0

fakufaku/separake
Echo aware source separation
Language: Jupyter Notebook - Size: 92.3 MB - Last synced at: 27 days ago - Pushed at: almost 7 years ago - Stars: 13 - Forks: 4

nicolasfguillaume/Recommender-Systems-Making-Movies-Recommendation
Making movies recommendation using a Collaborative Filtering Algorithm on the famous MovieLens dataset.
Language: Jupyter Notebook - Size: 229 KB - Last synced at: about 2 years ago - Pushed at: almost 9 years ago - Stars: 15 - Forks: 6

bghojogh/Prototype-Selection-Matrix-Decomposition
The code for prototype selection and instance ranking using matrix decomposition and subspace learning
Language: Python - Size: 23.4 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 1 - Forks: 0

mmahesh/cocain-bpg-matrix-factorization
New Matrix Factorization Algorithms based on Bregman Proximal Gradient: BPG-MF, CoCaIn BPG-MF, BPG-MF-WB
Language: Python - Size: 4.59 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 6 - Forks: 4

casiopa/nomads_cluster_api
Digitals&Nomads: puesta en producción de un modelo de Clustering con Flask en Heroku.
Language: Jupyter Notebook - Size: 1000 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 1

dashnak90/Movie_recommender
Movie-Recommender system using Non-negative matrix factorization (NMF) and Neighborhood-Based Collaborative Filtering methods.
Language: Jupyter Notebook - Size: 6.89 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

singularity4/NonlinearOrthogonalNMF
A Nonlinear Orthogonal Non-Negative Matrix Factorization Approach to Subspace Clustering
Language: MATLAB - Size: 20.5 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 4 - Forks: 2

ourendingdays/Diploma
Bachelor Thesis: Classsification of Advertisements by means of Supervised Learning Methods
Language: Python - Size: 140 MB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 1 - Forks: 0

qianyuqiu79/DSANLS
distributed nonnegative matrix factorization methods
Language: C++ - Size: 59.6 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 15 - Forks: 1

vincent-thompson/nature_article_recommender
Content-based recommender system for scientific research articles, with Dash application for browsing 100+ subdomains developed through extensive NMF topic modeling.
Language: Jupyter Notebook - Size: 110 MB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

anant1203/Calcium-Imaging-Neuron-Segmentation-Code-Neuro-Finder-Challenge- Fork of dsp-uga/team-coombs
Extracted regions of interest that correspond to individual neurons from time-varying images using image features extraction techniques like Non-Negative Matrix Factorization and deep learning segmentation model Unet. Using PySpark, Thunder, Keras.
Language: Jupyter Notebook - Size: 697 KB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 0 - Forks: 0

Jash271/Topic-Modeling
Segregating Quora Questions to 8 Categories
Language: Jupyter Notebook - Size: 151 KB - Last synced at: about 2 months ago - Pushed at: almost 5 years ago - Stars: 0 - Forks: 0

bhparijat/topic-modelling
A comparison of LDA and NMF on ABC new headlines dataset
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florianmorath/Computational-Intelligence-Lab
Computational Intelligence Lab project at ETH Zurich.
Language: Jupyter Notebook - Size: 247 MB - Last synced at: almost 2 years ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 1

junyuchen245/Nonnegative_Matrix_Factorization_with_KLD_MATLAB
Language: MATLAB - Size: 200 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0
