ML based projects such as Spam Classification, Time Series Analysis, Text Classification using Random Forest, Deep Learning, Bayesian, Xgboost in Python

✭ 127

deep-learning machine-learning docker tensorflow nlp keras text-classification word2vec geolocation svm random-forest lstm-neural-networks tensorboard gensim ab-testing

Mylearn

machine learning algorithm

✭ 125

log svm logistic-regression crf linear-regression dnn cart

Sinaweibo Emotion Classification

新浪微博情感分析应用

✭ 118

python python2 classification weibo svm sina

Lineargo

LinearGo (Go wrapper for LIBLINEAR): A Library for Large Linear Classification

✭ 111

go golang machine-learning svm

Vehicle Detection Yolo Ver

real-time Vehicle Detection( tiny YOLO ver) and HOG+SVM method

✭ 111

python tensorflow yolo svm vehicle-detection

Facial Expression Recognition Svm

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

✭ 110

python machine-learning scikit-learn sklearn svm

Mnist Classification

Pytorch、Scikit-learn实现多种分类方法，包括逻辑回归（Logistic Regression）、多层感知机（MLP）、支持向量机（SVM）、K近邻（KNN）、CNN、RNN，极简代码适合新手小白入门，附英文实验报告（ACM模板）

✭ 109

python python3 deep-learning machine-learning pytorch cnn scikit-learn rnn mnist svm logistic-regression

Textclf

TextClf ：基于Pytorch/Sklearn的文本分类框架，包括逻辑回归、SVM、TextCNN、TextRNN、TextRCNN、DRNN、DPCNN、Bert等多种模型，通过简单配置即可完成数据处理、模型训练、测试等过程。

✭ 105

python pytorch sentiment-analysis word2vec svm logistic-regression glove

Augmentedgaussianprocesses.jl

Gaussian Process package based on data augmentation, sparsity and natural gradients

✭ 99

julia classification gps svm process gaussian-processes

Defect Detection Classifier

Visual Defect Detection on Boiler Water Wall Tube Using Small Dataset

✭ 91

python deep-learning svm

Nlp Journey

Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.

✭ 1,290

python tensorflow keras classification word2vec attention ner svm crf fasttext gensim similarity lda

Machine learning code

机器学习与深度学习算法示例

✭ 88

jupyter-notebook machine-learning deeplearning clustering regression svm

Hookmsrbysvm

hook msr by amd svm

✭ 86

hook svm

Vehicle counting hog svm

Vehicle detection, tracking and counting by SVM is trained with HOG features using OpenCV on c++.

✭ 82

opencv svm gradients vehicle-detection

Gru Svm

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

✭ 76

python machine-learning tensorflow artificial-intelligence classification rnn recurrent-neural-networks svm artificial-neural-networks supervised-learning intrusion-detection gru

Sarcasm Detection

Detecting Sarcasm on Twitter using both traditonal machine learning and deep learning techniques.

✭ 73

python deep-learning tensorflow visualization keras deep-neural-networks twitter text-classification sentiment-analysis attention-mechanism svm lstm-neural-networks topic-modeling tweets

Vehicle Detection And Tracking

Udacity Self-Driving Car Engineer Nanodegree. Project: Vehicle Detection and Tracking

✭ 60

jupyter-notebook computer-vision opencv self-driving-car svm classifier

Rumble

⛈️ Rumble 1.11.0 "Banyan Tree"🌳 for Apache Spark | Run queries on your large-scale, messy JSON-like data (JSON, text, CSV, Parquet, ROOT, AVRO, SVM...) | No install required (just a jar to download) | Declarative Machine Learning and more

✭ 58

java machine-learning json data-science azure spark csv s3 text query scale svm avro hdfs parquet root

Vehicle Detection

Vehicle detection using machine learning and computer vision techniques for Udacity's Self-Driving Car Engineer Nanodegree.

✭ 1,093

jupyter-notebook machine-learning computer-vision self-driving-car svm udacity

Online Svr

Implementation of Accurate Online Support Vector Regression in Python.

✭ 52

python machine-learning svm online-learning

Glcm Svm

提取图像的灰度共生矩阵（GLCM），根据GLCM求解图像的概率特征，利用特征训练SVM分类器，对目标分类

✭ 48

matlab classification svm

Smart Surveillance System Using Raspberry Pi

This is my Third Year Project for face recognition using OpenCV

✭ 41

python python3 raspberry-pi opencv face-recognition svm

Patternrecognition matlab

Feature reduction projections and classifier models are learned by training dataset and applied to classify testing dataset. A few approaches of feature reduction have been compared in this paper: principle component analysis (PCA), linear discriminant analysis (LDA) and their kernel methods (KPCA,KLDA). Correspondingly, a few approaches of classification algorithm are implemented: Support Vector Machine (SVM), Gaussian Quadratic Maximum Likelihood and K-nearest neighbors (KNN) and Gaussian Mixture Model(GMM).

✭ 33

matlab svm pca lda

Svm kernel

x86_64 AMD kernel optimized for performance & hypervisor usage

✭ 32

rust kernel x86-64 hpc svm hypervisor

Machine learning

The homework of my 3rd-term

✭ 29

python machinelearning svm

100 Days Of Ml Code

100 Days of ML Coding

✭ 33,641

deep-learning machine-learning tutorial scikit-learn machine-learning-algorithms linear-algebra svm logistic-regression linear-regression implementation naive-bayes-classifier support-vector-machines 100-days-of-code-log 100daysofcode infographics siraj-raval siraj-raval-challenge

Ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

✭ 32,316

python javascript CSS Jupyter Notebook HTML shell nlp deeplearning lstm scikit-learn rnn regression sklearn svm dnn pca kmeans svd logistic adaboost apriori fp-growth naivebayes mahchine-leaning recommendedsystem

Jsmlt

🏭 JavaScript Machine Learning Toolkit

✭ 22

javascript machine-learning classification javascript-library svm logistic-regression random-forest

Handwriting Number Classification

A computer vision project, based on cimg library and svm training, to classify handwriting number.

✭ 22

svm

Text Classification Benchmark

文本分类基准测试

✭ 18

python machine-learning text-classification xgboost svm logistic-regression random-forest lightgbm

Tensorflow cookbook

Code for Tensorflow Machine Learning Cookbook

✭ 5,984

Jupyter Notebook python machine-learning tensorflow nlp neural-network cnn classification rnn regression genetic-algorithm svm linear-regression tensorboard ode packtpub tensorflow-cookbook tensorflow-algorithms kmeans-clustering

Osqp

The Operator Splitting QP Solver

✭ 689

c machine-learning optimization control svm solver

Jsat

Java Statistical Analysis Tool, a Java library for Machine Learning

✭ 683

java machine-learning machine-learning-algorithms svm machine-learning-library

Machine Learning In Action

⚡️⚡️⚡️《机器学习实战》代码（基于Python3）🚀

✭ 533

python regression svm

Hyperparameter Optimization Of Machine Learning Algorithms

Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)

✭ 516

jupyter-notebook deep-learning machine-learning optimization machine-learning-algorithms genetic-algorithm hyperparameter-optimization svm artificial-neural-networks random-forest bayesian-optimization hyperparameter-tuning

Machinelearnjs

Machine Learning library for the web and Node.

✭ 498

typescript machine-learning web node easy-to-use feature-extraction svm random-forest minimalistic

Weiboanalysis

微博情感分析，文本分类，毕业设计项目

✭ 480

python machine-learning svm

Vehicle Detection

Created vehicle detection pipeline with two approaches: (1) deep neural networks (YOLO framework) and (2) support vector machines ( OpenCV + HOG).

✭ 462

python svm vehicle-detection

Python Ml Course

Curso de Introducción a Machine Learning con Python

✭ 442

python jupyter-notebook machine-learning data-science svm artificial-neural-networks

Machine Learning

⚡机器学习实战（Python3）：kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

✭ 5,601

python machine-learning regression svm logistic adaboost smo knn decision-tree navie-bayes-algorithm adaboost-algorithm

Pytorch classification

利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

✭ 395

jupyter-notebook pytorch flask cnn deployment image-classification resnet svm random-forest densenet resnext

Liblinear Java

Java version of LIBLINEAR

✭ 298

java svm logistic-regression

Stagesepx

detect stages in video automatically

✭ 293

python video keras performance app lightweight image-classification svm

Fuku Ml

Simple machine learning library / 簡單易用的機器學習套件

✭ 280

python machine-learning neural-network classification regression svm logistic-regression linear-regression decision-trees

Machine Learning With Python

Python code for common Machine Learning Algorithms

✭ 3,334

Jupyter Notebook svm logistic-regression random-forest linear-regression decision-trees pca lda naive-bayes-classifier polynomial-regression kmeans-clustering hierarchical-clustering svr knn-classification xgboost-algorithm

Rb Libsvm

Ruby language bindings for LIBSVM

✭ 278

ruby machine-learning ml svm

Pedestrian detection

通过HOG+SVM训练进行行人检测，行人数据库使用INRIAPerson，程序基于OpenCV实现

✭ 253

opencv svm

Stock Analysis

Regression, Scrapers, and Visualization

✭ 255

jupyter-notebook hacktoberfest visualization sentiment-analysis prediction svm stocks linear-regression

DSPKM

This is the page for the book Digital Signal Processing with Kernel Methods.

✭ 32

matlab machine-learning svm kernel-methods digital-signal-processing support-vector-machines

ML-Coursera

This repository contains all the programming exercises in Python for the Coursera course called "Machine Learning" by Adjunct Professor Andrew Ng at Stanford University.

✭ 66

Jupyter Notebook data-science machine-learning svm linear-regression coursera neural-networks

osqp

The Operator Splitting QP Solver

✭ 929

C++c CMake python HTML SCSS ruby machine-learning control optimization svm solver portfolio-optimization numerical-optimization quadratic-programming convex-optimization model-predictive-control

1-60 of 106 svm projects

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