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10.6k

45.5k

mit

2.4k

100 Days of ML Coding

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

Created 2018-07-05

109 commits to master branch, last one 4 years ago

EasyPR liuruoze

2.5k

6.4k

apache-2.0

523

(CGCSTCD'2017) An easy, flexible, and accurate plate recognition project for Chinese licenses in unconstrained situations. CGCSTCD = China Graduate Contest on Smart-city Technology and Creative Desig...

opencv opencv3 datasets computer-vision machine-learning plate-recognition chinese-characters supervised-learning artificial-intelligence support-vector-machines unconstrained-situation artificial-neural-networks

Created 2014-09-19

582 commits to master branch, last one 6 years ago

framework accord-net

2.0k

4.5k

lgpl-2.1

389

Machine learning, computer vision, statistics and general scientific computing for .NET

nuget ffmpeg c-sharp unity3d framework statistics visual-studio neural-network computer-vision image-processing machine-learning support-vector-machines

This repository has been archived (exclude archived)

Created 2012-04-08

2,598 commits to development branch, last one 4 years ago

clairvoyant anfederico

770

2.4k

mit

151

Software designed to identify and monitor social/historical cues for short term stock movement

stock-market machine-learning portfolio-simulation support-vector-machines backtesting-trading-strategies

Created 2016-09-12

187 commits to master branch, last one 3 years ago

Text_Classification kk7nc

546

1.8k

mit

74

Text Classification Algorithms: A Survey

deep-learning random-forest decision-trees text-processing rocchio-algorithm boosting-algorithms deep-belief-network deep-neural-network logistic-regression text-classification k-nearest-neighbours nlp-machine-learning naive-bayes-classifier document-classification support-vector-machines dimensionality-reduction conditional-random-fields recurrent-neural-networks convolutional-neural-networks hierarchical-attention-networks

Created 2018-07-06

230 commits to master branch, last one about a month ago

coursera-ml-py nsoojin

479

1.4k

mit

44

Python programming assignments for Machine Learning by Prof. Andrew Ng in Coursera

python-ml neural-network numpy-exercises andrew-ng-course anomaly-detection andrew-ng-ml-course logistic-regression machine-learning-ex1 support-vector-machines coursera-machine-learning andrew-ng-machine-learning principal-component-analysis

Created 2017-03-21

13 commits to master branch, last one 4 years ago

Machine-Learning-Guide mikeroyal

45

565

unknown

13

Machine learning Guide. Learn all about Machine Learning Tools, Libraries, Frameworks, Large Language Models (LLMs), and Training Models.

Created 2020-10-17

64 commits to main branch, last one 10 months ago

2018-MachineLearning-Lectures-ESA jmartinezheras

145

353

unknown

31

Machine Learning Lectures at the European Space Agency (ESA) in 2018

pca tf-idf lectures clustering text-mining deep-learning random-forest decision-trees lecture-slides lecture-videos neural-network topic-modeling machinelearning lecture-material machine-learning anomaly-detection linear-regression support-vector-machines

Created 2018-06-25

55 commits to master branch, last one about a year ago

fuku-ml fukuball

75

281

mit

23

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

svm perceptron regression classification decision-trees neural-network machine-learning linear-regression logistic-regression support-vector-machines

Created 2016-01-15

235 commits to master branch, last one 6 years ago

Speech_Signal_Processing_and_Classification gionanide

63

240

mit

11

Front-end speech processing aims at extracting proper features from short- term segments of a speech utterance, known as frames. It is a pre-requisite step toward any pattern recognition problem emplo...

nlp mfcc nltk isomap classifier kernel-pca speech-utterance speech-processing feature-extraction spectral-embedding spectral-clustering long-short-term-memory gaussian-mixture-models support-vector-machines locally-linear-embedding natural-language-processing linear-discriminant-analysis principal-component-analysis linear-prediction-coefficients

Created 2018-03-16

197 commits to master branch, last one about a year ago

Machine_Learning_2018 snrazavi

105

211

unknown

30

Codes and Project for Machine Learning Course, Fall 2018, University of Tabriz

pca python clustering regression classification backpropagation neural-networks gradient-descent machine-learning anomaly-detection linear-regression recommender-system logistic-regression supervised-learning support-vector-machines dimensionality-reduction unsupervised-machine-learning

Created 2018-10-16

94 commits to master branch, last one 3 years ago

compv DoubangoTelecom

42

195

gpl-3.0

18

Insanely fast Open Source Computer Vision library for ARM and x86 devices (Up to #50 times faster than OpenCV)

arm x86 adaboost boosting assembler neural-network computer-vision gpgpu-computing ocr-recognition machine-learning text-recognition pattern-recognition artificial-intelligence support-vector-machines artificial-neural-networks

Created 2015-12-28

2,199 commits to master branch, last one about a month ago

AIML-Projects sharmapratik88

78

142

mit

10

Projects I completed as a part of Great Learning's PGP - Artificial Intelligence and Machine Learning

nlp catboost statistics data-science oversampling random-forest computer-vision machine-learning data-visualization datascienceproject logistic-regression recommendation-system machinelearningprojects support-vector-machines decision-tree-classifier ensemble-machine-learning knearest-neighbor-algorithm supervised-machine-learning gradient-boosting-classifier unsupervised-machine-learning

Created 2019-10-20

86 commits to master branch, last one 3 years ago

random-fourier-features tiskw

21

98

mit

3

Implementation of random Fourier features for kernel method, like support vector machine and Gaussian process model

python pytorch machine-learning gaussian-processes support-vector-machines principal-component-analysis

Created 2018-10-05

149 commits to main branch, last one 23 days ago

Python-Machine-Learning GeorgeSeif

48

96

unknown

11

Python Machine Learning Algorithms

python algorithm regression scikit-learn classification neural-network machine-learning python-machine-learning support-vector-machines

Created 2017-03-09

25 commits to master branch, last one 7 years ago

ClassifierToolbox hiroyuki-kasai

46

85

mit

6

A MATLAB toolbox for classifier: Version 1.0.7

pca spd src manifold subspace eigenfaces sparse-coding classification matlab-toolbox face-recognition covariance-matrix linear-regression dictionary-learning manifold-optimization support-vector-machines classification-algorithims symmetric-positive-definite linear-discriminant-analysis principal-component-analysis

Created 2017-06-29

64 commits to master branch, last one about a year ago

Diabetes-Prediction MrKhan0747

59

82

unknown

4

Machine learning approach to detect whether patien has the diabetes or not. Data cleaning, visualization, modeling and cross validation applied

accuracy diabetes detection health-data machine-learning diabetes-detection knn-classification diabetes-prediction logistic-regression naive-bayes-classifier support-vector-machines random-forest-classifier machine-learning-algorithms

Created 2019-03-19

9 commits to master branch, last one 5 years ago

Twitter_Geolocation shawn-terryah

44

79

unknown

6

Geolocating twitter users by the content of their tweets

maps tweepy geolocation random-forest stacked-ensembles amazon-web-services twitter-geolocation twitter-streaming-api support-vector-machines natural-language-processing

Created 2017-05-30

131 commits to master branch, last one 7 years ago

Handwritten-Digits-Classification-Using-KNN-Multiclass_Perceptron-SVM OSSpk

17

62

mit

4

🏆 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) disc...

knn svm delta-rule mnist-dataset sigmoid-function accuracy-analysis comparative-study efficiency-analysis logistic-regression k-nearest-neighbours multiclass-perceptron support-vector-machines artificial-neural-network support-vector-classifier machine-learning-algorithms supervised-machine-learning handwritten-digit-recognition mnist-classification-logistic perceptron-learning-algorithm learning-algorithms-comparison

Created 2018-07-03

34 commits to master branch, last one 3 years ago

jensen decile-team

21

50

other

11

A C++ toolkit for Convex Optimization (Logistic Loss, SVM, SVR, Least Squares etc.), Convex Optimization algorithms (LBFGS, TRON, SGD, AdsGrad, CG, Nesterov etc.) and Classifiers/Regressors (Logistic ...

sgd tron lbfgs jensen regularization lbfgs-algorithm gradient-descent machine-learning convex-optimization logistic-regression optimization-algorithms support-vector-machines machine-learning-algorithms

Created 2018-07-03

38 commits to master branch, last one 2 years ago

Machine-Learning-Zero2Hero Neurojedi

1

39

mit

1

A series of notebooks that introduce Machine Learning concepts with hands-on practice and its mathematics in brief.

nlp numpy pandas python seaborn matplotlib opensource deep-learning jupyter-notebook machine-learning regression-models data-visualization support-vector-machines dimensionality-reduction dimensionality-reduction-algorithms

Created 2022-01-18

213 commits to main branch, last one about a year ago

ReHLine-SVM softmin

3

28

mit

2

A tiny and header-only C++ library aiming to be the fastest linear SVM solver.

header-only optimization machine-learning support-vector-machines

Created 2023-12-05

17 commits to master branch, last one 9 months ago