implementation-from-scratch

Here are 32 public repositories matching this topic...

CSRT-NTUA / AlgoPlus

AlgoPlus is a C++17 library for complex data structures and algorithms

computer-science machine-learning tree linked-list algorithms cpp graph-algorithms machine-learning-algorithms mathematics machinelearning interview-questions interview-preparation algorithms-and-data-structures visualization-tools tree-algorithms implementation-of-algorithms implementation-of-data-structures implementation-from-scratch algorithms-interview-questions

Updated May 16, 2024
C++

Samahussien7 / COVID-19-Chest-X-ray-Classification-KNN

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This project aims to build a complete pattern recognition system to solve classification problems using the k-Nearest Neighbors (KNN) algorithm. To classify chest X-ray images into three categories: COVID-19 positive, pneumonia positive, and normal. To achieve this, we utilize the COVID-19 Chest X-ray dataset available on Kaggle.

feature-selection feature-extraction classification pattern-recognition ant-colony-optimization lda knn feature-reduction knn-classifier lda-algorithm centroids implementation-from-scratch ant-colony-algorithm swarm-optimization-algorithm swarm-algorithm knn-python covid-19-chest-x-ray

Updated May 14, 2024
Jupyter Notebook

Sina-Taghizadeh / MATLAB_FEM_Implementation

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Complete FEM implementation for 2D elasticity problems with truss, triangular and quadrilateral elements

matlab elasticity mechanical-engineering mesh-generation fem finite-elements implementation finite-element-analysis solid-mechanics finite-element-methods truss triangular-mesh implementation-from-scratch 2d-mesh quadrilateral-mesh plane-strain plane-stress

Updated Apr 10, 2024
MATLAB

TAJAMUL11 / MeeladPort

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Meelad_Badri Portfolio. Developed it according to the design provided by the designer. The Portfolio has eye catching interface and latest technologies.

ui-design portfolio-website implementation-from-scratch

Updated Jan 31, 2024
CSS

Samahussien7 / Hamming-Network

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Hamming Network implementation using pca implementation for reduction all from scratch

pca insertion-sort mnist-dataset eigenvectors unsupervised-learning eigenvalues k-means-implementation-in-python k-means-clustering variance-analysis hamming-network pca-implementation implementation-from-scratch power-iteration covariance-matrix-implementation eigenvalues-implementation eigenvectors-implementation mnist-preprocessing

Updated Jan 29, 2024
Jupyter Notebook

paulinamoskwa / from-scratch

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Collection of implementations from scratch (mostly ML)

python machine-learning ai machine-learning-algorithms ml pytorch transformer attention from-scratch machine-learning-from-scratch ml-from-scratch pytorch-implementation implementation-from-scratch ml-papers transformer-from-scratch from-scratch-in-python

Updated Jan 22, 2024
Jupyter Notebook

nekcht / ml-classic-scratch

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Ordinary Least Squares, Ridge Regression, Expectation Maximization, Full Bayesian Inference, Bayes Classifiers, kNN, and MLP core algorithms from scratch. Some auxiliary functions are also used.

expectation-maximization ols ridge-regression bayes-classifier multi-layer-perceptron machine-learning-from-scratch k-nearest-neighbors ordinary-least-squares implementation-from-scratch classical-machine-learning full-bayesian-inference classic-ml-scratch

Updated Dec 2, 2023
Jupyter Notebook

punitpandey / ds-algo

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Implementation of common Data Structures and Algorithms with Go

golang algorithms data-structures golang-examples algorithms-and-data-structures implementation-of-algorithms implementation-of-data-structures implementation-from-scratch

Updated Oct 16, 2023
Go

s-m-quadri / ask-iot

Sponsor

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A Python-based command-line tool developed as part of a research project on Machine Learning and IoT. It utilizes a custom implementation of the TF-IDF algorithm to provide interactive and concise three-point answers to IoT-related queries.