https://github.com/hyzhak/cs231n-lecture-notes

my lecture notes of cs231n of Andrej Karpathy

andrej-karpathy cs231n deep-learning jupyter-notebook knn lecture-notes linear-classifier machine-learning

Last synced: 05 Apr 2025

https://github.com/mjahmadee/machine-learning-and-fault-detection

Machine Learning and Fault Detection

adaline bayes data-processing k-nearest-neighbours kernel kernel-density kernel-density-estimation knn linear-classifier madaline parzen perceptron preprocessing regression widrow-hoff

Last synced: 24 Oct 2025

https://github.com/antonio-f/tensorflow2_digits_classification-linear_classifier-mlp

TensorFlow2 digits classification - Linear Classifier and MLP

deep-learning digit-classification linear-classifier linear-model logistic-classifier logistic-regression machine-learning matplotlib mlp mnist multilayer-perceptron-network neural-networks numpy python tensorflow2 tutorial

Last synced: 05 May 2025

https://github.com/unvercan/loss-function-comparison-pytorch

Comparison of common loss functions in PyTorch using MNIST dataset

cross-entropy-loss dataset deep-learning image-classification l1 l2 linear-classifier loss-functions machine-learning matplotlib mean-square-error mnist negative-log-likelihood neural-network numpy python pytorch

Last synced: 17 Mar 2025

https://github.com/cainmagi/tensorflow-guide

A Chinese guide book for learning Tensorflow from a starter.

linear-classification linear-classifier linear-regression linear-regressor non-linear-optimization non-linear-regression nonlinear-optimization nonlinear-regression optimization optimization-algorithms optimizer self-defined-layer tensorflow tensorflow-examples tensorflow-experiments tensorflow-tutorials tutorial tutorial-code tutorial-sourcecode tutorials

Last synced: 24 Oct 2025

https://github.com/detjonmataj/c-perceptron

Implementation of a Simple Perceptron (Simplest Neural network by Frank Rosenblatt) in C based on the example given example in the Veritasium video.

ai artificial-intelligence artificial-neural-networks binary-classification binary-classifier c c-programming c-programming-language linear-classification linear-classifier machine-learning ml neural-network perceptron supervised-learning

Last synced: 11 Dec 2025

https://github.com/probro27/perceptron

A Python library to implement the perceptron algorithm and possibly visualize it.

linear-classifier machine-learning-algorithms perceptron

Last synced: 16 Nov 2025

https://github.com/jbayardo/pr-tp3

classification fisher linear-classifier matplotlib pandas python school-project sklearn

Last synced: 28 Mar 2025

https://github.com/jdtumlinson/naivebayes

This repository contains the code for the Naive Bayes and Neural Networks assignment for CS434 Machine Learning and Data Mining at Oregon State University during Fall of 2024.

backpropagation linear-classifier multiclass-classification naive-bayes-classifier neural-network

Last synced: 01 Apr 2025

https://github.com/praatibhsurana/breast-cancer-prediction-svm

A SVM classifier coded in Python using Scikit-Learn to classify whether a patient's tumor is malignant or benign.

kaggle-dataset linear-classifier machine-learning-algorithms python scikit-learn svm-classifier

Last synced: 06 Jul 2025

https://github.com/gregyjames/rperceptron

A simple perceptron implemented in R.

classification classification-algorithims classification-algorithm data-science deep-learning deep-neural-networks graphing linear-classifier perceptron perceptron-learning-algorithm r

Last synced: 04 Aug 2025

https://github.com/auralius/arduino-linear-classifier

Linear classifiers (SVM and softmax) inside an Arduino device

arduino linear-classifier machine-learning softmax svm

Last synced: 18 Jul 2025

https://github.com/apal21/tensorflow-pima-indians-dataset-classification

Pima Indians Dataset classification using Tensorflow Linear Classifier and DNN Classifier.

classification deep-neural-networks kaggle linear-classifier pandas pima-indians-dataset scikit-learn tensorflow

Last synced: 30 Dec 2025

https://github.com/luciopaiva/perceptron

Simple perceptron based on Daniel Shiffman's excellent tutorial.

html5-canvas linear-classifier perceptron vanilla-javascript visualization

Last synced: 21 Mar 2025

https://github.com/kenwuqianghao/predict-career-longevity-for-nba-rookies

Predict Career Longevity for NBA Rookies

data-science linear-classifier python

Last synced: 03 Nov 2025

https://github.com/mayap2803/supervised-machine-learning--classification

Using supervised machine learning algorithms to classify signal from background particle events

adaboost k-nearest-neighbours linear-classifier machine-learning machine-learning-algorithms matplotlib mlp mlp-classifier numpy python scipy sklearn supervised-learning svm-classifier

Last synced: 30 Dec 2025

https://github.com/juanmbraga/linear-classifier-with-computational-geometry

A 2D linear classifier that wraps each group of points in a tight shape and then draws a separating line

closest-pair-of-points linear-classifier python sweep-line-algorithm

Last synced: 12 Nov 2025