Top 106 svm open source projects

Simple Implementation of Network Intrusion Detection System. KddCup'99 Data set is used for this project. kdd_cup_10_percent is used for training test. correct set is used for test. PCA is used for dimension reduction. SVM and KNN supervised algorithms are the classification algorithms of project. Accuracy : %83.5 For SVM , %80 For KNN

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python data-science machine-learning data-mining svm pca ids intrusion-detection dimensionality-reduction data-mining-algorithms knn intrusion-detection-system kdd99 kdd-dataset

HOG-Pedestrian-Detector

MATLAB implementation of a basic HOG + SVM pedestrian detector.

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matlab Smarty PHP python CSS HTML computer-vision svm hog-features

经典机器学习算法的极简实现

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python machine-learning log algorithms numpy svm naive-bayes pca logistic-regression perceptron kmeans adaboost lda gmm knn decision-tree

Amazon-Fine-Food-Review

Machine learning algorithm such as KNN,Naive Bayes,Logistic Regression,SVM,Decision Trees,Random Forest,k means and Truncated SVD on amazon fine food review

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Jupyter Notebook random-forest svm naive-bayes logistic-regression machinelearning decision-trees knn tsne kmeans-clustering truncated-svd amazonfinefoodreviews

Hyperspectral-image-target-detection-based-on-sparse-representation

Hyperspectral image Target Detection based on Sparse Representation

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matlab C++M svm roc-curve hyperspectral-image-classification omp sparse-reconstruction target-pixel

MachineLearning

机器学习教程，本教程包含基于numpy、sklearn与tensorflow机器学习，也会包含利用spark、flink加快模型训练等用法。本着能够较全的引导读者入门机器学习。

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python scala machine-learning tensorflow numpy svm sklearn knn spark-mllib

Padestrian-Detection

Padestrian Detection in images using HOG Vector

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python opencv svm

SpeechEmoRec

Speech Emotion Recognition Using Deep Convolutional Neural Network and Discriminant Temporal Pyramid Matching

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python shell svm alexnet dcnn finetune speech-emotion-recognition

sign-language

Android application which uses feature extraction algorithms and machine learning (SVM) to recognise and translate static sign language gestures.

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C++java CMake c HTML objective c Makefile android opencv machine-learning svm sign-language image-processing hog-features canny-edge-detection gesture-recognition sign-language-recognition-system

SentimentAnalysis

(BOW, TF-IDF, Word2Vec, BERT) Word Embeddings + (SVM, Naive Bayes, Decision Tree, Random Forest) Base Classifiers + Pre-trained BERT on Tensorflow Hub + 1-D CNN and Bi-Directional LSTM on IMDB Movie Reviews Dataset

✭ 40

Jupyter Notebook random-forest svm word2vec cnn embeddings lstm tf-idf bow decision-tree bert sentimentanalysis tensorflow-hub

Handwritten-Digits-Classification-Using-KNN-Multiclass Perceptron-SVM

🏆 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.

pghumor

Is This a Joke? Humor Detection in Spanish Tweets

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python HTML nlp classifier machine-learning tweets humor svm jokes paper-implementations humor-detection spanish-tweets freeling-servers humorous-accounts

Bag-of-Visual-Words

🎒 Bag of Visual words (BoW) approach for object classification and detection in images together with SIFT feature extractor and SVM classifier.

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C++c classifier opencv image computer-vision svm image-processing feature-extraction image-classification sift

biovec

ProtVec can be used in protein interaction predictions, structure prediction, and protein data visualization.

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python svm rbf-kernel word2vec protein gensim uniprot tsne biovec protein-vectors protein-visualization

svm

Support Vector Machine in Javascript

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javascript svm support-vector-machine svm-model svm-classifier

VisualML

Interactive Visual Machine Learning Demos.

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CSS SCSS javascript HTML shell machine-learning deep-learning svm style-transfer pca autoencoder logistic-regression visualizations mlp-classifier tensorflow-js vanishing-gradient

regression-stock-prediction

Predicting Google’s stock price using regression

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python svm scikit-learn regression stock-prices

SentimentAnalysis

基于新浪微博数据的情感极性分析

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python sentiment-analysis svm weibo naive-bayes-classification

SvmNest

a frame of amd-v svm nest

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C++c assembly svm a frame nest of amd-v

svm

Tutorial: Support Vector Machine from scratch using Python3

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Jupyter Notebook machine-learning svm support-vector-machines machine-learning-tutorials

info-retrieval

Information Retrieval in High Dimensional Data (class deliverables)

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Jupyter Notebook python svm embeddings neural-networks logistic-regression principal-component-analysis convex-optimization linear-discriminant-analysis kernel-trick

handson-ml

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

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machine-learning deep-neural-networks reinforcement-learning deep-learning neural-network random-forest tensorflow svm scikit-learn recurrent-neural-networks xgboost autoencoder ensemble-learning gradient-boosting

text-classification-cn

中文文本分类实践，基于搜狗新闻语料库，采用传统机器学习方法以及预训练模型等方法

✭ 81

python nlp machine-learning deep-learning text-classification svm word2vec naive-bayes scikit-learn keras corpus cnn logistic-regression tf-idf sogou embedding pretrained text-cnn keras-cnn embedding-layers

dzetsaka

dzetsaka : classification plugin for Qgis

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python plugin algorithm ai svm qgis classification rf geomatics

sentiment-analysis-using-python

Large Data Analysis Course Project

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python classifier sentiment-analysis svm naive-bayes sentiment naive-bayes-classifier

turbofan failure

Aircraft engine failure prediction model

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Jupyter Notebook tensorflow svm scikit-learn lstm prediction-model

Fall-Detection-Dataset

FUKinect-Fall dataset was created using Kinect V1. The dataset includes walking, bending, sitting, squatting, lying and falling actions performed by 21 subjects between 19-72 years of age.

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svm dataset depth knn fall-detection kinect-camera

introduction-to-machine-learning

A document covering machine learning basics. 🤖📊

✭ 17

r Jupyter Notebook TeX machine-learning neural-network random-forest svm cross-validation regularization knn loss-functions bias-variance

GDLibrary

Matlab library for gradient descent algorithms: Version 1.0.1

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matlab machine-learning big-data newton optimization svm linear-regression machine-learning-algorithms statistical-learning classification logistic-regression gradient gradient-descent softmax-regression optimization-algorithms matrix-completion multinomial-regression rosenbrock-problem

LIBSVM.jl

LIBSVM bindings for Julia

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julia svm regression classification libsvm

Breast-cancer-risk-prediction

Classification of Breast Cancer diagnosis Using Support Vector Machines

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Jupyter Notebook notebook svm exploratory-data-analysis pipelines supervised-learning classification data-analysis breast-cancer-prediction prediction-model dataprocessing breast-cancer-tumor breastcancer-classification

ML-Experiments

整理记录本人担任课程助教设计的四个机器学习实验，主要涉及简单的线性回归、朴素贝叶斯分类器、支持向量机、CNN做文本分类。内附实验指导书、讲解PPT、参考代码，欢迎各位码友讨论交流。

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python machine-learning svm linear-regression bayes-classifier cnn-text-classification

Deception-Detection-on-Amazon-reviews-dataset

A SVM model that classifies the reviews as real or fake. Used both the review text and the additional features contained in the data set to build a model that predicted with over 85% accuracy without using any deep learning techniques.

✭ 42

Jupyter Notebook visualization svm sklearn nltk nlp-machine-learning

Machine-Learning-Models

In This repository I made some simple to complex methods in machine learning. Here I try to build template style code.