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svm-classifier x

74 search results found

Repo 2017 ⭐ 1,146

Python codes in Machine Learning, NLP, Deep Learning and Reinforcement Learning with Keras and Theano

用Python实现SVM多分类器

Fake_news_detection ⭐ 251

Fake News Detection in Python

Machinelearningwithme ⭐ 191

A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现

Mlwithpytorch ⭐ 107

Objective of the repository is to learn and build machine learning models using Pytorch. 30DaysofML Using Pytorch

Facial Expression Recognition Svm ⭐ 91

Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset

[ICMLC 2018] A Neural Network Architecture Combining Gated Recurrent Unit (GRU) and Support Vector Machine (SVM) for Intrusion Detection

DDoS attacks detection by using SVM on SDN networks.

Word2vec Sentiment ⭐ 50

基于Word2Vec+SVM对电商的评论数据进行情感分析

Traffic Sign Detection ⭐ 39

traffic sign detection with HOG feature and SVM model

Tiny Imagenet ⭐ 33

Image classification on Tiny ImageNet

Predicting Football Match Outcome Using Machine Learning ⭐ 29

Football Match prediction using machine learning algorithms in jupyter notebook

OpenTC is a text classification engine using several algorithms in machine learning

Cropcareai ⭐ 25

An AI-driven platform offering crop recommendations, fertilizer suggestions, and disease detection for optimal farming

Eeg Based Emotion Analysis Using Deap Dataset For Supervised Machine Learning ⭐ 25

This project is for classification of emotions using EEG signals recorded in the DEAP dataset to achieve high accuracy score using machine learning algorithms such as Support vector machine and K - Nearest Neighbor.

PySVM : A NumPy implementation of SVM based on SMO algorithm. Numpy构建SVM分类、回归与单分类，支持缓存机制与随机傅里叶特征

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python

Banking Faq Bot ⭐ 22

This is retrieval based Chatbot based on FAQs found at a banking website.

Python Andrewngml ⭐ 21

Python implementation of Andrew Ng's ML course projects

Vehicle Detection ⭐ 20

Vehicle Detection + Advanced Lane Finding for ADAS

Histogram Of Oriented Gradients

Autoblur Cnn Features ⭐ 17

Script to extract CNN deep features with different ConvNets, and then use them for an Image Classification task with a SVM classifier with lineal kernel over the following small datasets: Soccer [1], Birds [2], 17flowers [3], ImageNet-6Weapons[4] and ImageNet-7Arthropods[4].

Rubiks Cube Assistant ⭐ 16

Machine Learning Siem Water Infrastructure ⭐ 15

This work aims at using different machine learning techniques in detecting anomalies (including hardware failures, sabotage and cyber-attacks) in SCADA water infrastructure.

Aqi Delhi ⭐ 15

Predicting air pollution level in a specific city

Ibm Final Project Machine Learning ⭐ 14

Final project of IBM's course https://www.coursera.org/learn/machine-learning-wi on coursera

Ml Algorithms From Scratch ⭐ 14

Here we have fully implemented a number of algorithms related to machine learning

The biggest module developed with complete focus on Feature Selection (FS) using Meta-Heuristic Algorithm / Nature-inspired evolutionary / Swarm-based computing.

Implementation Of Ml Algos In Python ⭐ 13

Implementing various machine learning algorithm from scratch

Authorship Attribution Using Cnn ⭐ 13

Authorship Attribution using CNNs

A screaming vocal samples dataset.

Nepali News Classifier ⭐ 12

Text Classification of Nepali Language Document. This Mini Project was done for the partial fulfillment of NLP Course : COMP 473.

Custom Svm ⭐ 11

Custom implementation of Support Vector Machines using Python and NumPy

Password Strength Evaluator Using Machine Learning ⭐ 11

My TE Seminar mini project

Semeval2022 Task6 Sarcasm Detection ⭐ 11

Sarcasm is a term that refers to the use of words to mock, irritate, or amuse someone. It is commonly used on social media. The metaphorical and creative nature of sarcasm presents a significant difficulty for sentiment analysis systems based on affective computing. The technique and results of our team, UTNLP, in the SemEval-2022 shared task 6 on sarcasm detection are presented in this paper.

Projects ⭐ 10

This is the repository containing machine learning and deep learning projects, as well as some presentation slides on these topics.

Sports Action Recognition ⭐ 10

Implemented Sports Action Recognition system using SVM classifier. First, extracted the features from each video frame from each category using Histogram of Oriented Gradients ( HOG ) method and then classified using SVM. A cross-validation mechanism has been applied to fine tune the parameters for the classifier. In this project, I have used UCF Sports Action data set that comprises of 10 sports action.

Oneclasssvm ⭐ 9

A one class svm implementation to detect the anomalies in network.

Mnist_compare ⭐ 9

Compare different HOG descriptor parameters and machine learning algorithms for Image (MNIST) classification

Parking_lot_opencv ⭐ 9

Automated system to parking lot using computer vision (opencv, machine learning)

Surface Estimation And Image Relighting ⭐ 9

Illumination registration, surface estimation, and physically-based image relighting

Foundationalml ⭐ 9

Beginner's guide to Machine Learning. Notebooks, blogs, resources and tracks to help anyone get started.

Vehicle Detection ⭐ 8

Vehicle detection based on YOLO and SVM

Iris Classifiers ⭐ 8

Iris classification project with @Neelesh7544

Glcm_svm_model ⭐ 8

Repo for generating a SVM model using a GLCM, Haralick features

Breast Cancer Diagnosis Using Machine Learning ⭐ 8

Machine learning is widely used in bioinformatics and particularly in breast cancer diagnosis. In this project, certain classification methods such as K-nearest neighbors (K-NN) and Support Vector Machine (SVM) which is a supervised learning method to detect breast cancer are used.

Linearsvmclassification ⭐ 8

Forest cover type classification/detection using linear support vector machine implemented with gradient descent (from scratch)

Greywolfoptimization Mksvm ⭐ 8

Using GreyWolfOptimization for feature selection and multi kernel SVM for classification for Malware Hunting on IoT devices

Fib Chatbot ⭐ 8

A chatbot developed to help FIB students. It uses both NLP and Machine Learning techniques to answer questions.

Data Science Projects ⭐ 8

{PySpark, R, Python}: Several Data Science projects

Multiechoai ⭐ 7

Myocardial Infarction Detection

Pyfaceproject ⭐ 7

An undergraduate project to evaluate classifiers for facial expression recognition.

Face Classification Using Facenet And Mtcnn ⭐ 7

Face Recognition and Classification Using FaceNet and MTCNN

Sign Language Recognition Using Scikit Learn And Cnn ⭐ 7

The project aims at building a machine learning model that will be able to classify the various hand gestures used for fingerspelling in sign language. In this user independent model, classification machine learning algorithms are trained using a set of image data and testing is done. Various machine learning algorithms are applied on the datasets, including Convolutional Neural Network (CNN).

Heart Disease Prediction System Using Machine Learning ⭐ 7

A Heart Disease Prediction System built on machine learning

Oblique Tree classifier based on SVM nodes

Uri Url Classification Using Recurrent Neural Network Svm And Randomforest ⭐ 7

URI-URL Classification using Recurrent Neural Network, Support Vector and RandomForest. The Implementation results follows with classification report, confusion matrix and precision_recall_fscore_support for each validation result of a 10-fold crossval

Crack Detection ⭐ 7

Crack Detection for Concrete Structure with OpenCV, using SVM to predict crack growth direction

Chinese_humor_multilabeled ⭐ 6

Human labeled Chinese jokes and their verification codes in Python

Moviereviewclassification ⭐ 6

Movie Review Classification using NLP(Natural Language Processing) and ML(Machine Learning)

Ensemble Roberta Fasttext Vietnamese ⭐ 6

Ensemble PhoBERT with FastText Embedding to improve performance on Vietnamese Sentiment Analysis tasks.

Acl2019 Human Motive Identification ⭐ 6

Code and data for reproducing experiments in (Otani and Hovy, 2019)

Heading Date Estimation ⭐ 6

Implementation of "Automatic Estimation of Heading Date of Paddy Rice using Deep Learning"

Svm Softmax Classifier Cifar10 Dataset ⭐ 6

Read and process CIFAR10 dataset, implement SVM and Softmax classifiers, train , and also tune up hyper parameters.

Machine Learning Algorithms

Gender Voice Recognition_machine Learning ⭐ 6

Supervised Machine Learning Classification Algorithms using Python and R (Logistic Regression, Decision Tree, Random Forest, SVM)

Cifar10 Classifier ⭐ 6

Comparing CNN+Softmax with CNN+SVM on CIFAR 10 Dataset

Hand Gesture Recognition ⭐ 6

🖐 An implementation of a machine learning model for detecting and recognizing hand signs (0-5) accurately using Python. The project pipeline involves the following modules: Preprocessing, Feature Extraction, Model selection and training, and finally performance analysis.

Asl Gesture Recognition ⭐ 5

Fingerspelling and word prediciton using american sign language gestures

Identify The Sentiments Av Nlp Contest ⭐ 5

This project is submitted as python implementation in the contest of Analytics Vidhya called "Identify the Sentiments". I enjoyed the joining of this competition and all its process. This submited solution got the rank 118 in the public leaderboard.

Large Scale Text Classification ⭐ 5

Large Scale benchmarking of state of the art text vectorizers

Machine Learning ⭐ 5

My Implementation of Machine Learning models

License Plate Recognition System ⭐ 5

license plate recognition system will work with camera to identify the plate number of the car that tries to enter the parking lot, and also check if the car allowed/not allowed to enter by checking the DB of the system.

Auto Ml Classifier ⭐ 5

This action will allow the users to train a Machine Learning Model with the given dataset. The user can able to download the model file after training.

Predictive Maintenance With Machine Learning ⭐ 5

This project is about predictive maintenance with machine learning. It's a final project of my Computer Science AP degree.

Anomaly Detection ⭐ 5

Easy to understand classification problem from a highly skewed kaggle dataset. Solved using logistic regression and SVM, code inspired from top contributor.

Mnist_svm ⭐ 5

SVM CLASSIFIER ON MNIST DATASET

Lighttwinsvm ⭐ 5

LightTwinSVM Program - Simple and Fast Implementation of Standard TwinSVM Classifier

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