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harismuneer / Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM

Star 64

🏆 A Comparative Study on Handwritten Digits Recognition using Classifiers like K-Nearest Neighbours (K-NN), Multiclass Perceptron/Artificial Neural Network (ANN) and Support Vector Machine (SVM) discussing the pros and cons of each algorithm and providing the comparison results in terms of accuracy and efficiecy of each algorithm.

svm machine-learning-algorithms mnist-dataset logistic-regression support-vector-machines knn artificial-neural-network handwritten-digit-recognition k-nearest-neighbours supervised-machine-learning support-vector-classifier perceptron-learning-algorithm sigmoid-function delta-rule mnist-classification-logistic comparative-study multiclass-perceptron learning-algorithms-comparison accuracy-analysis efficiency-analysis
  • Updated Jan 30, 2025
  • Python

MauroCE / PythonBRMLtoolbox

Star 27

Python 3.7 version of David Barber's MATLAB BRMLtoolbox

machine-learning statistics matlab bayesian-network bayesian-methods model-selection supervised-learning bayesian graphical-models bayesian-inference bayesian-networks bayesian-optimization bayesian-data-analysis bayesian-statistics bayesian-analysis bayesian-neural-networks markov-networks supervised-machine-learning supervised-learning-algorithms statistics-toolbox
  • Updated Aug 18, 2018
  • Python

Hameem1 / Step-Detection-using-Machine-Learning

Star 18

Implements an entire machine learning pipeline to train and evaluate a Random Forest Classifier on labeled gait data for walking. Data generated during the experiment has led to helpful insights in to the problem domain.

python machine-learning random-forest scikit-learn data-visualization feature-selection feature-extraction classification supervised-machine-learning model-training step-detection gait-analysis rfe rfecv data-pre-processing step-counting model-testing
  • Updated Dec 8, 2022
  • Python

arasgungore / Keyword-Search-for-Sign-Language

Star 12

Senior design project titled "Keyword Search for Sign Language" for the Special Project (EE 491-492) courses offered by Boğaziçi University.

computer-vision deep-learning sign-language supervised-learning keyword-extraction keyword-spotting senior-design pose-estimation keyword-detection supervised-machine-learning sign-language-recognition-system sign-language-recognizer senior-project sign-language-recognition keyword-search sign-language-translation mediapipe sign-language-interpreter pose-detection sign-language-datasets
  • Updated Jan 15, 2024
  • Python

TimRivoli / RobotTrader

Star 11

This is a supervised Recurrent Neural Network (RNN) learning project treating stock trading as a classification problem. Given input of a 60 day window of pricing data, choose the best action for maximum profit. This uses my earlier https://github.com/TimRivoli/Stock-Price-Trade-Analyzer project for a trading environment, and its SeriesPredictio…

python trading-bot recurrent-neural-networks supervised-learning trading-strategies stock-trading supervised-machine-learning
  • Updated Jul 19, 2020
  • Python

aras-batu / Keyword-Search-for-Sign-Language

Star 10

Senior design project titled "Keyword Search for Sign Language" for the Special Project (EE 491-492) courses offered by Boğaziçi University.

computer-vision deep-learning sign-language supervised-learning keyword-extraction keyword-spotting senior-design pose-estimation keyword-detection supervised-machine-learning sign-language-recognition-system sign-language-recognizer senior-project sign-language-recognition keyword-search sign-language-translation mediapipe sign-language-interpreter pose-detection sign-language-datasets
  • Updated Jan 15, 2024
  • Python

DubiousCactus / Amygdala

Star 6

An easy to read and Object Oriented implementation of a simple Neural Network using back-propagation and hidden layers, applied on a basic image classification problem.

deep-neural-networks deep-learning neural-network image-classification image-recognition neurons perceptron beginner-friendly multi-layer-perceptron backpropagation object-oriented-programming neuronal-network supervised-machine-learning quickdraw-dataset minimum-square-error synapses oop-neural-network
  • Updated Mar 28, 2018
  • Python

meltingmettle / MerlinsCrystalBall

Star 6

An algorithm for the popular social deduction game Avalon. In a game based on social deduction, visual cues, deception, and unpredictability, can a minions intent be revealed by careful objective analysis? Currently developing a neural network via Tensorflow. Input teams, player votes, and mission outcomes, and recieve a dynamic probability asse…

neural-network tensorflow social-network-analysis avalon not-the-repo-you-are-looking-for not-finished resistance-game supervised-machine-learning deduction-system resistance-game-solver
  • Updated Jun 26, 2018
  • Python

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