Matlab code of machine learning algorithms in book PRML
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Mar 4, 2020 - MATLAB
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machine-learning-algorithms
Machine learning is the practice of teaching a computer to learn. The concept uses pattern recognition, as well as other forms of predictive algorithms, to make judgments on incoming data. This field is closely related to artificial intelligence and computational statistics.
Here are 260 public repositories matching this topic...
A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
deep-neural-networks signal-processing machine-learning-algorithms speech-processing speech-enhancement
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Dec 1, 2020 - MATLAB
This repository contains algorithms written in MATLAB/Octave. Developing algorithms in the MATLAB environment empowers you to explore and refine ideas, and enables you test and verify your algorithm.
machine-learning algorithm euler project-euler algorithms datastructures matlab machine-learning-algorithms project octave mit-license octave-scripts counting-sort nearest-neighbour-algorithm m-scripts m-script project-euler-solutions
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Jan 23, 2023 - MATLAB
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
neural-network random-forest linear-regression machine-learning-algorithms naive-bayes-classifier supervised-learning gaussian-mixture-models logistic-regression kmeans decision-trees knn principal-component-analysis dynamic-time-warping kmeans-clustering em-algorithm kmeans-algorithm singular-value-decomposition knn-classification gaussian-classifier value-iteration-algorithm
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May 15, 2017 - MATLAB
MATLAB/Octave library for stochastic optimization algorithms: Version 1.0.20
machine-learning big-data optimization matlab linear-regression machine-learning-algorithms sgd classification logistic-regression gradient optimization-algorithms online-learning gradient-descent-algorithm variance-reduction stochastic-gradient-descent newtons-method stochastic-optimization-algorithms quasi-newton softmax-classification svrg
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May 11, 2023 - MATLAB
The Wearables Development Toolkit - a development environment for activity recognition applications with sensor signals
time-series matlab machine-learning-algorithms activity-recognition wdk data-annotation wearable-computing recognition-chain
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Jan 30, 2020 - MATLAB
Matlab library for gradient descent algorithms: Version 1.0.1
machine-learning big-data newton optimization svm linear-regression machine-learning-algorithms statistical-learning lasso classification logistic-regression gradient gradient-descent softmax-regression optimization-algorithms matrix-completion multinomial-regression rosenbrock-problem
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Jul 2, 2018 - MATLAB
Riemannian stochastic optimization algorithms: Version 1.0.3
machine-learning big-data optimization machine-learning-algorithms constrained-optimization sgd manifold nonlinear-optimization optimization-algorithms large-scale-learning online-learning stochastic-optimizers variance-reduction stochastic-gradient-descent nonlinear-optimization-algorithms stochastic-optimization riemannian-manifold riemannian-optimization non-convex-optimization
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Jan 5, 2023 - MATLAB
Code for paper "A Distributed ADMM Approach for Collaborative Regression Learning in Edge Computing"
ai matlab machine-learning-algorithms regression lasso internet-of-things admm federated-learning edge-comupting
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May 19, 2023 - MATLAB
My Solution to Assignments of Machine-Learning on Coursera
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May 9, 2019 - MATLAB
MATLAB library of gradient descent algorithms for sparse modeling: Version 1.0.3
machine-learning big-data algorithms optimization machine-learning-algorithms solver lasso logistic-regression gradient-descent support-vector-machines admm proximal-algorithms proximal-operators sparse-regression optimization-algorithms matrix-completion elasticnet lasso-regression coordinate-descent sparse-linear-solver
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Nov 20, 2018 - MATLAB
Control of a nonlinear liquid level system using a new artificial neural network based reinforcement learning approach
machine-learning-algorithms neural-networks reinforcement-learning-algorithms nonlinear-control process-control
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Mar 13, 2019 - MATLAB
OnLine Low-rank Subspace tracking by TEnsor CP Decomposition in Matlab: Version 1.0.1
machine-learning machine-learning-algorithms matrix-factorization tensor online-learning background-subtraction matrix-completion tensor-decomposition subspace-learning low-rank-factorization gradient-descent-algorithm stochastic-gradient-descent cp-decomposition large tensor-cp-decomposition grasta grouse petrels sequential-data-analysis
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Jan 13, 2023 - MATLAB
This is the source code repository for the ICCV 2017 paper "Consensus Convolutional Sparse Coding".
data-science machine-learning-algorithms optimization-algorithms convolutional-codes convolutional-sparse-coding
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Aug 2, 2018 - MATLAB
Motor Imagery EEG signal Classification on DWT
signal-processing machine-learning-algorithms eeg classification wavelet motor-imagery-classification
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Nov 7, 2017 - MATLAB
This toolbox offers 8 machine learning methods including KNN, SVM, DA, DT, and etc., which are simpler and easy to implement.
data-science random-forest naive-bayes machine-learning-algorithms cross-validation classification gaussian-mixture-models support-vector-machine confusion-matrix decision-tree linear-discriminant-analysis holdout ensemble-classifier leave-one-out-cross-validation k-nearest-neighbor
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Jan 10, 2021 - MATLAB
An intuitive implementation of spectral clustering on matlab
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Apr 23, 2021 - MATLAB
Simple MATLAB toolbox for deep learning network: Version 1.0.3
machine-learning deep-neural-networks big-data deep-learning optimization matlab machine-learning-algorithms sgd convolutional-layers convolutional-neural-networks adam adagrad variance-reduction stochastic-gradient-descent forward-backward stochastic-optimization softmax-layer relu-layer sgd-optimizer sgd-momentum
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Apr 16, 2019 - MATLAB
RIME A physics based optimization algorithm, Neurocomputing, 2023 https://doi.org/10.1016/j.neucom.2023.02.010, This paper proposes an efficient optimization algorithm based on the physical phenomenon of rime-ice
benchmarking algorithm optimization genetic-algorithm machine-learning-algorithms optimizer artificial-intelligence evolutionary-algorithms rime evolutionary-algorithm evolutionary-computation optimization-algorithms swarm-intelligence rime-optimization-algorithm
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Aug 9, 2024 - MATLAB
Symbolic XAI explainable machine learning & non-linear regression platform for MATLAB
machine-learning genetic-algorithm models machine-learning-algorithms genetic-programming predictive-modeling equations non-linear-regression bio-inspired explainable-ai explainable-ml xai hypothesis-generation hypothesis-ml sym-xai
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Aug 15, 2022 - MATLAB
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