Projects in Awesome Lists tagged with bayesian-classifier

A curated list of projects in awesome lists tagged with bayesian-classifier .

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https://github.com/jekyll/classifier-reborn

A general classifier module to allow Bayesian and other types of classifications. A fork of cardmagic/classifier.

bayesian-classifier ruby rubyml

Last synced: 16 May 2025

https://github.com/jakubvojvoda/bayes-classifier

Binary classification of images using Bayes classifier

bayes-classifier bayesian-classifier bmp classification cpp cross-validation evaluation image-processing machine-learning

Last synced: 14 May 2025

https://github.com/mahnoorsheikh16/sketchify-a-quick-draw-drawing-classifier

Implementation of a sketch‐recognition pipeline inspired by Google’s Quick, Draw!—from raw stroke data to prediction. Includes data preprocessing and feature‐engineering scripts, three Bayesian classifiers alongside Logistic Regression, SVM, K-NN and XGBoost baselines, and an RNN model.

bayesian-classifier drawing-classification feature-engineering gaussian-naive-bayes google-quick-draw kfold-cross-validation knn-classification linear-discriminant-analysis-lda logistic-regression matplotlib-pyplot multivariate-gaussian-distribution parzen-window pca-analysis rnn-pytorch seaborn-plots sequential-forward-selection spherical-gaussian-kernel svm-classifier tsne-visualization xgboost-classifier

Last synced: 13 Aug 2025

https://github.com/plave0/ip

Data mining course material.

agglomerative-clustering bayesian-classifier dbscan k-means-clustering knn-classification pandas pca sklearn support-vector-machines tree-classification

Last synced: 07 Sep 2025

https://github.com/francescopiocirillo/bayesian-map-vs-logistic-regression

Binary classification project in Python comparing a MAP classifier (with known distributions) vs. logistic regression. Includes analytical posterior derivation, Monte Carlo simulation, and gradient-based training. Focus on error probability, variance impact, and model performance.

bayesian-classifier binary-classification classification-algorithm data-science gradient-descent jupyter-notebook logistic-regression machine-learning map-estimation monte-carlo-simulation probabilistic-models python statistical-modeling supervised-learning