Iris Dataset classification with Gaussian Classifiers. No ML Library, low level algorithms.
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Updated
May 21, 2022 - Python
Iris Dataset classification with Gaussian Classifiers. No ML Library, low level algorithms.
Classifiers to label images of handwritten digits. Includes KNN, Conditional Gaussian Classifier and Naive Bayes Classifier
Wine Dataset with Gaussian Classifier
Machine Learning model to predict heart disease using various patient parameters.
Image classification problem by classifying foreground and background regions in an image, using a Gaussian classifier
Implementation of multinomial logisitic regression, Weighted Logistic Regression, Bayesian Logistic Regression, Gaussian Generative Classification and Gaussian Naive Bayes Classification from scratch in MATLAB
Python implementation for a Gaussian mixture model classifier!
Synthetic datasets generation for IGDA experiments
🌍🔥Predicting Reasons of Wildfires across US 50 States🌍🔥
Repository pertaining to traditional statistical methods being applied to foreground segmentation for an image of a Cheetah
Python tools for classical machine learning, for when a deep neural net is just overkill
Python implementations of standard ML algorithms for classification, models evaluation and preprocessing.
Predicting the volcanic eruption using ML Algorithms.
"Machine learning and pattern recognition" labs & project @ Politecnico di Torino, a.y. 2020/2021.
Italian Language Detection from Utterance Embeddings: A Comparative Study of SVM, Gaussian Models, Logistic Regression, and GMM. Made for the Machine Learning and Pattern Recognition course at Politecnico di Torino.
Coded from scratch Carlini-Wagner attack on a Gaussian classifier to understand the popular adversarial attacks operation on a Gaussian classifier.
The Electric Network Frequency (ENF) is the supply frequency of power distribution networks, which can be captured by multimedia signals recorded near electrical activities. It normally fluctuates slightly over time from its nominal value of 50 Hz/60 Hz. The ENF remain consistent across the entire power grid. This has led to the emergence of mul…
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