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aac

The work aims to implement an Advanced Audio Coding (AAC) encoder/decoder. Variations of the AAC are used by many international standards such as MPEG-2, MPEG-4, H.264 etc.

class

CLASS - A system for automatically revealing (socio-economic) household characteristics from smart meter data.

classifiers

KNN ,Linear Regression and Centroid classifiers.

cluster

代码实现所有数据集的K-means，FCM，谱聚类，DBSCAN，AP（AffinityPropagation），DPC聚类算法比较

clustering

DBSCAN and flood-fill clustering

cs5525_hw4

hierarchy_clustering,DBScan

dbscan

Implementation of DBSCAN clustering algorithm in Matlab

dbscan-1

Implementation of the original DBSCAN algorithm

dbscan-clustering-algorithm

Density-Based Spatial Clustering of Applications with Noise

dbscan-matlab

DBSCAN

deeplearntoolbox

Matlab/Octave toolbox for deep learning. Includes Deep Belief Nets, Stacked Autoencoders, Convolutional Neural Nets, Convolutional Autoencoders and vanilla Neural Nets. Each method has examples to get you started.

eburakaytekin

Config files for my GitHub profile.

emodb_data

Berlin Database of Emotional Speech

gmm-clustering

Simple visualization of EM algorithm for gaussian mixture model clustering

kmeans-dbscan

KMeans and DBSCAN clustering were implemented using MATLAB and also Local outlier factor implementation using python. Attached is the report.

machine-learning-models

Decision Trees, Random Forest, Dynamic Time Warping, Naive Bayes, KNN, Linear Regression, Logistic Regression, Mixture Of Gaussian, Neural Network, PCA, SVD, Gaussian Naive Bayes, Fitting Data to Gaussian, K-Means

matlab-convolutional-autoencoder

Cost function and cost gradient function for a convolutional autoencoder.

multhyad

Multivariate distributions for hyperspectral anomaly detection based on autoencoder

multiclass-classification-using-svm

neondsr

Big data analytics on dataset on hyperspectral images.

statisticalsignalprocessing

Matlab code implementing different methods used in statistical signal processing; mainly Extended Kalman Filters, LMS/RLS, Wiener, robust regression, MMSE estimators, ML estimators, Hi-Frequency estimators (Pisarenko, MUSIC, ESPRIT)