linear-classification

This repository contains a PyTorch implementation for classifying the Oxford IIIT Pet Dataset using KNN and ResNet. The goal is to differentiate the results obtained using these two approaches.

resnet knn-classification fine-tuning fine-grained-classification resnet-34 pytorch-implementation linear-classification oxford-iiit-pets-dataset

Updated Jan 2, 2024
Jupyter Notebook

jaimedantas / perceptron-classification

Star 4

Implementation of the perceptron algorithm on MATLAB for classification

machine-learning perceptron perceptron-learning-algorithm surrogate-based-optimization linear-classification

Updated Nov 17, 2020
MATLAB

thieu1995 / mealpy-text-classification

Star 4

Text classification with Machine Learning and Mealpy

machine-learning deep-learning neural-network random-forest genetic-algorithm cnn lstm gru naive-bayes-classifier convolutional-neural-networks bagging text-classifier hyper-parameter-tuning meta-heuristic-algorithm linear-classification svc-svm mealpy

Updated Oct 4, 2022
Python

mohammed-rampurawala / tensorflow_linear_classifcation

Star 3

Linear classification problem with tensorflow (Using LNNClassifier and DNNClassifier)

python tensorflow dnn python3 linear-classification lnn-classifier

Updated Feb 18, 2019
Jupyter Notebook

fuzailpalnak / ML-Scratch

Sponsor

Star 2

Implementation of various Machine Learning Algorithms and Machine Learning Concepts in Python

python machine-learning linear-regression regression classification kernel-regression linear-classification kernel-classification

Updated Oct 24, 2020
Jupyter Notebook

XavierCarrera / Tutorial-Machine-Learning-Clasificacion-Lineal

Star 2

Con clasificacion lineal podemos categorizar datos a partir de observaciones previas. Sus implementaciones va desde la deteccion de fraudes a segmentizar clientes. Aca te explico desde un punto matematico y teorico como se aplica. Ademas, hacemos una pequena implementacion.

data-science machine-learning linear-classifier linear-classification clasificacion-lineal

Updated Jan 25, 2021
Jupyter Notebook

nonkloq / ml-from-scratch

Star 1

Machine Learning Algortihms from scratch.

random-forest linear-regression naive-bayes-classifier gaussian-mixture-models decision-trees unsupervised-learning expectation-maximization-algorithm kmeans-clustering multilayer-perceptron ml-from-scratch linear-classification candidate-elimination-algorithm

Updated Dec 26, 2023
Jupyter Notebook

detjonmataj / C-Perceptron

Star 1

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

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

Updated Jul 16, 2022
C

cainmagi / tensorflow-guide

Star 1

A Chinese guide book for learning Tensorflow from a starter.

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

Updated Mar 20, 2019
HTML

ahmetpergamum / datascience

Star 1

data science endeavour

numpy linear-regression exploratory-data-analysis pandas machine-learning-models probability-statistics pythonbasics sqlbasics linear-classification

Updated Aug 19, 2020
Jupyter Notebook

AnonXarkA / Lung-Cancer-Detection-Using-Machine-Learning-Methods-Codes

Star 1

Lung Cancer Detection Using Machine Learning Methods

python machine-learning deep-learning conference random-forest machine-learning-algorithms python3 classification lung-cancer lung-cancer-detection ieee machinelearning deeplearning ridge-regression support-vector-machines pre-processing k-nearest-neighbors gaussian-naive-bayes linear-classification ieee-conference

Updated Feb 2, 2025
Jupyter Notebook

wgomezf / analisis_datos

Star 1

Materiales del curso de Analisis de Datos impartido en Cinvestav

bayesian-methods neural-networks supervised-learning classification linear-classification

Updated Mar 5, 2026
Jupyter Notebook

Akshitvats026 / Image-Classification-Digit-Detection

Star 1

This project detects digits using CNNs and OpenCV. It includes image preprocessing, model training on MNIST, real-time detection, and evaluation with accuracy metrics. Built with Python, TensorFlow/Keras, and Flask for deployment. Clone, install dependencies, and start detecting digits!

machine-learning sklearn jupyter-notebook artificial-intelligence confusion-matrix model-training linear-classification image-detect