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)

A Java package, nominally built in NetBeans, that allows use of DAVE-ML simulation models within tools such as Mathwork's Simulink(R) and Matlab(R) products

Implementation of Reinforcement learning using Q learning algorithm- Robot in Maze - Matlab

This repository includes data of micro UAV RF signal received by USPR B210, matlab code for decomposing the raw signal data into few IMFs with EMD and EEMD. STFT is used in obtaining the features of each IMF on spectrum. Colab code includes multiple ML classifiers used in categorizing the features of RF signal in UAV detection.

论文 Hinton等的论文 Matrix capsules with EM routing - Hinton, G. E., Sabour, S. and Frosst, N. (2018) Dynamic Routing Between Capsules - Sabour, S., Frosst, N. and Hinton, G.E. (2017) Transforming Auto-encoders - Hinton, G. E., Krizhevsky, A. and Wang, S. D. (2011) A parallel computation that assigns canonical object-based frames of reference. - Hinton, G.E. (1981) Shape representation in parallel systems - Hinton, G.E. (1981) Optimizing Neural Networks that Generate Images - Tijmen Tieleman’s disseration 其他论文 Capsule Network Performance on Complex Data - Xi, E., Bing, S. and Jin, Y. (2017) Accurate reconstruction of image stimuli from human fMRI based on the decoding model with capsule network architecture - Qiao, K., Zhang, C., Wang, L., Yan, B., Chen, J., Zeng, L. and Tong, L., (2018) An Optimization View on Dynamic Routing Between Capsules - Wang, D., Liu, E. (2018) CapsuleGAN: Generative Adversarial Capsule Network Ayush Jaiswal, Wael AbdAlmageed, Premkumar Natarajan. (2018) Spectral Capsule Networks - Bahadori, M. T. (2018) 博客 Max Pechyonkin的胶囊网络入门系列： 胶囊网络背后的直觉 胶囊如何工作 囊间动态路由算法 胶囊网络架构 基于TensorFlow实现胶囊网络 Debarko De的胶囊网络教程，包括注释详尽的胶囊网络实现代码 基于CUDA为胶囊网络实现TensorFlow定制操作 Jos van de Wolfshaar的文章，定制胶囊网络运算的CUDA支持 ISI新研究：胶囊生成对抗网络 用胶囊网络替换CNN作为GAN的判别网络，在MNIST数据集上取得了比卷积GAN更好的表现 Uncovering the Intuition behind Capsule Networks and Inverse Graphic Tanay Kothari的长篇教程 A Visual Representation of Capsule Connections in Dynamic Routing Between Capsules Mike Ross的胶囊网络示意图 Capsule Networks Are Shaking up AI — Here’s How to Use Them Nick Bourdakos的介绍 Capsule Networks Explained Kendrick Tan的解释 Understanding Dynamic Routing between Capsules (Capsule Networks) Jonathan Hui的教程，包括注释详尽的基于Keras的胶囊网络实现代码 Matrix capsules with EM routing Adrian Colyer关于EM路由的文章 Capsule Networks: A Glossary Sebastian Kwiatkowski的胶囊网络术语表 Overview of awesome articles 点评三篇胶囊网络教程 视频 Geoffrey Hinton’s talk: What is wrong with convolutional neural nets? - Geoffrey Hinton在MIT. Brain & Cognitive Sciences的演讲《卷积神经网络的问题在哪里？》 Capsule Networks (CapsNets) – Tutorial - “这视频棒极了。我本希望我能把胶囊解释得这么清楚。”Geoffrey Hinton Capsule networks: overview - 胶囊网络概览，包括向量和矩阵胶囊。 Overview of awesome videos 对以上3个视频的点评。 Capsule Networks: An Improvement to Convolutional Networks Siraj Raval介绍胶囊网络的视频 动态路由实现 官方实现 Sarasra/models 《Dynamic Routing Between Capsules》论文所用的代码 TensorFlow alisure-ml/CapsNet bourdakos1/capsule-networks etendue/CapsNet_TF InnerPeace-Wu/CapsNet-tensorflow jaesik817/adv_attack_capsnet jostosh/capsnet JunYeopLee/capsule-networks laodar/tf_CapsNet leoniloris/CapsNet naturomics/CapsNet-Tensorflow rrqq/CapsNet-tensorflow-jupyter thibo73800/capsnet-traffic-sign-classifier tjiang31/CapsNet winwinJJiang/capsNet-Tensorflow PyTorch acburigo/CapsNet adambielski/CapsNet-pytorch AlexHex7/CapsNet_pytorch aliasvishnu/Capsule-Networks-Notebook-MNIST andreaazzini/capsnet.pytorch cedrickchee/capsule-net-pytorch dragen1860/CapsNet-Pytorch gram-ai/capsule-networks higgsfield/Capsule-Network-Tutorial laubonghaudoi/CapsNet_guide_PyTorch leftthomas/CapsNet nishnik/CapsNet-PyTorch tonysy/CapsuleNet-PyTorch Ujjwal-9/CapsNet Keras fengwang/minimal-capsule gusgad/capsule-GAN mitiku1/Emopy-CapsNet ruslangrimov/capsnet-with-capsulewise-convolution streamride/CapsNet-keras-imdb sunxirui310/CapsNet-Keras theblackcat102/dynamic-routing-capsule-cifar XifengGuo/CapsNet-Keras XifengGuo/CapsNet-Fashion-MNIST Chainer soskek/dynamic_routing_between_capsules Torch mrkulk/Unsupervised-Capsule-Network MXNet AaronLeong/CapsNet_Mxnet GarrickLin/Capsnet.Gluon Soonhwan-Kwon/capsnet.mxnet CNTK Southworkscom/CapsNet-CNTK Lasagne DeniskaMazur/CapsNet-Lasagne Matlab yechengxi/LightCapsNet R dfalbel/capsnet JavaScript alseambusher/capsnet.js Vulcan moothyknight/CapsNet-for-Graphics-Rendering-Optimization EM路由实现 TensorFlow gyang274/capsulesEM www0wwwjs1/Matrix-Capsules-EM-Tensorflow PyTorch shzygmyx/Matrix-Capsules-pytorch 其他资源 Capsule Networks discussion Facebook讨论组 CapsNet-Tensorflow CapsNet-Tensorflow的gitter.im讨论组 Will capsule networks replace neural networks? Quora问答“胶囊网络会取代神经网络吗？” Could GANs work with Hinton’s capsule theory? Quora问答“GAN可以应用Hinton的胶囊理论吗？” Dynamic Routing Between Capsules Kyuhwan Jung对论文《Dynamic routing between Capsules》的评论（slideshare）

SLOSH-ML is a Matlab graphical user interface designed to analyze rocket propellant sloshing in space launch vehicles

Segmentation of different types of bones using Thresholding and morphological operations and detected (located) fracture using Hough Transform in MATLAB. Tried with Deep Learning (ML) algorithms for better accuracy.

MATLAB Code for Linear & Logistic Regression, SVM, K Means and PCA, Neural Networks Learning, Multiclass Classification, Anomaly Detection and Recommender systems.

Echo Cancellation using LMS, MLMS, VLMS in Matlab

Heartbeat Sound Segmentation and Classification. Implemented ways to clean noisy hearbeat sounds in MATLAB and later trained ML models to classify the hearbeat sounds into diseased and normal categories

An integrated MATLAB–ML system for early fault detection in induction motors. Detects six faults broken rotor bars, stator short, ground fault, overloading, eccentricity, and voltage imbalance using KNN and Decision Tree models for accurate, unified, and reliable predictive maintenance.

This repository is giving some implementations of ML algorithms in MATLAB

This repository contains resources to learn MATLAB and other ML stuff in MATLAB

Implementation of a Mobile Fitness Tracker using MatLab and the Classification Learner App. It integrates ML techniques to classify user activities based on accelerometer data. Developed in a MathWorks workshop with SASTRA University, covering MatLab, ML, and DL aspects.

This is a Matlab project which is used to detect Tuberculosis(TB) in a patient based on Chest X-rays. A ML model is trained with a lot of X-ray images of normal individuals and TB affected individuals, and the trained model is used to predict a new X-ray of a patient to identify TB.

👋 Hi, I’m Uddin! 🎓 Electrical Engineer | M.Sc. in Intelligent Systems @ MPEI. 🔬 Research: Power systems, stability, EVs, ML. 💻 Skills: Python, MATLAB, PSCAD, DIgSILENT. 📚 Published in IEEE & EJECE. 🎥 YouTube: [@hi96077](https://youtube.com/@hi96077). 🚀 Goal: PhD in sustainable power systems.

Here I upload my ML test scripts written in MATLAB or Python

Udemy course with 8 Real world ML projects with implementation code in python and matlab.

ML model in MATLAB to detect and differentiate lymphocyte from other cells (non-lymphocytes) on H&E-stained digitized images.

Example MATLAB scripts and notes for students in BU's ENG EK 125 course that I'm a teaching assistant for. These focus on vectors & matrices, selection statements, loops, text manipulation, basic functions, advanced functions, data structures, and an intro to data science & ML/AI.

My ML implementations in Matlab

Implementation of PNN RBF MLP in MATLAB with Aggregation, Flame databases

This repository includes implementation of MLP Neural Network structure. It also contains an example of learning and testing this network in quadratic function approximation problem.

Cancer Prediction using ML in MATLAB/Octave

Coded XGBoost ML algorithm fro Scratch in MATLAB

Linear Regression Examples (ML Course Stanford) in Matlab

Computer Vision Projects for Ml and DL in MatLab

A ML model to recognize handwritten digits in MATLAB

Implementing Regression and Cassification Tasks without using any ML library in MATLAB

Personal projects/ Pet projects built by bare bone implementation of ml and dl algorithms and models in MATLAB