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bamtak / machine-learning-implemetation-python

Star 104

Basic Machine Learning implementation with python

machine-learning linear-regression machine-learning-algorithms multinomial-naive-bayes k-means-implementation-in-python newton-method multiclass-logistic-regression gaussian-naive-bayes-implementation naive-bayes-implementation perceptron-algorithm gaussian-discriminant-analysis logistic-regression-scratch multiclass-gda-implementation wrapper-me
  • Updated Jul 1, 2020
  • Jupyter Notebook

Sohan-Rai / Radar-data-analysis

Star 4

Designing and applying unsupervised learning on the Radar signals to perform clustering using K-means and Expectation maximization for Gausian mixture models to study ionosphere structure. Both the algorithms have been implemented without the use of any built-in packages. The Dataset can be found here: https://archive.ics.uci.edu/ml/datasets/ion…

naive-bayes naive-bayes-classifier expectation-maximization kmeans expectation-maximization-algorithm knn kmeans-clustering em-algorithm knn-classification kmeans-clustering-algorithm naive-bayes-implementation
  • Updated Dec 20, 2017
  • R

J4NN0 / machine-learning-pca-svm

Star 3

PCA applied on images and Naive Bayes Classifier to classify them. Validation, cross validation and grid search with multi class SVM

machine-learning rbf-kernel machine-learning-algorithms dataset naive-bayes-classifier pca-analysis svm-training svm-classifier naive-bayes-classification classification-algorithm machine-learning-models machine-learning-tutorials machine-learning-practice kfold-cross-validation training-dataset naive-bayes-implementation linear-kernel pca-implementation pca-mode-visualization pca-predict
  • Updated Apr 14, 2023
  • Python

kshitizrohilla / titanic-survival-prediction-using-naive-bayes-classifier-algorithm

Star 2

This project aims to predict the survival of passengers aboard the Titanic using the Naive Bayes classifier algorithm. The dataset used in this project contains information about Titanic passengers, such as their age, gender, passenger class, and other relevant features.

naive-bayes titanic-kaggle naive-bayes-classifier naive-bayes-algorithm titanic-survival naive-bayes-classification classification-algorithm titanic-survival-prediction titanic-survival-exploration titanic-dataset naive-bayes-tutorial naive-bayes-implementation titanic-data-analytics titanic-machine-learning titanic-dataset-predictions titanic-datasets titanic-dataanalysis
  • Updated May 10, 2023
  • Jupyter Notebook

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