Github Ranking
June 18, 2026 · View on GitHub
Top 100 Stars in MATLAB
| Ranking | Project Name | Stars | Forks | Language | Open Issues | Description | Last Commit |
|---|---|---|---|---|---|---|---|
| 1 | Book-Mathematical-Foundation-of-Reinforcement-Learning | 16511 | 1560 | MATLAB | 0 | This is the homepage of a new book entitled "Mathematical Foundations of Reinforcement Learning." | 2026-05-26T11:38:24Z |
| 2 | deep-photo-styletransfer | 9994 | 1380 | MATLAB | 31 | Code and data for paper "Deep Photo Style Transfer": https://arxiv.org/abs/1703.07511 | 2021-08-02T01:07:44Z |
| 3 | OpenFace | 7684 | 1912 | MATLAB | 343 | OpenFace – a state-of-the art tool intended for facial landmark detection, head pose estimation, facial action unit recognition, and eye-gaze estimation. | 2024-06-01T00:44:07Z |
| 4 | PRMLT | 6207 | 2133 | MATLAB | 0 | Matlab code of machine learning algorithms in book PRML | 2020-03-04T13:50:30Z |
| 5 | Math_Model | 4570 | 756 | MATLAB | 2 | 数学建模、美赛、美国大学生数学建模竞赛、全国大学生数学建模竞赛、华为杯研究生数学建模、国赛LaTeX模板、美赛LaTeX模板、mathorcup、电工杯、华中赛、APMCM、深圳杯、中青杯、华东杯、数维杯、东三省数学建模、认证杯、数学建模书籍、常用matlab算法、国赛评阅要点、软件模型算法汇总、智能算法、优化算法、现代的算法 | 2023-12-01T04:43:53Z |
| 6 | vrn | 4515 | 743 | MATLAB | 6 | :man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression" | 2022-07-26T00:06:01Z |
| 7 | DeepLearnToolbox | 3868 | 2260 | MATLAB | 70 | 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. | 2018-10-13T18:08:01Z |
| 8 | Stanford-CS-229 | 3452 | 856 | MATLAB | 3 | A Chinese Translation of Stanford CS229 notes 斯坦福机器学习CS229课程讲义的中文翻译 | 2022-03-01T05:11:19Z |
| 9 | MTCNN_face_detection_alignment | 2863 | 980 | MATLAB | 46 | Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks | 2022-10-11T07:35:47Z |
| 10 | faster_rcnn | 2831 | 1220 | MATLAB | 141 | Faster R-CNN | 2018-07-26T04:26:32Z |
| 11 | eviltransform | 2575 | 477 | MATLAB | 9 | Transport coordinate between earth(WGS-84) and mars in china(GCJ-02). | 2024-01-15T01:44:21Z |
| 12 | rcnn | 2414 | 975 | MATLAB | 51 | R-CNN: Regions with Convolutional Neural Network Features | 2017-04-03T16:16:14Z |
| 13 | Algorithms_MathModels | 2340 | 535 | MATLAB | 1 | 【国赛】【美赛】数学建模相关算法 MATLAB实现（2018年初整理） | 2022-12-25T17:27:52Z |
| 14 | MCM-ICM | 2267 | 384 | MATLAB | 2 | 2004-2020美赛O奖论文 | 2025-07-23T06:26:42Z |
| 15 | PlatEMO | 2130 | 527 | MATLAB | 90 | Evolutionary multi-objective optimization platform | 2026-06-02T12:24:33Z |
| 16 | OpenTLD | 2100 | 1259 | MATLAB | 33 | OpenTLD is an open source library for real-time 2D tracking of a single object in video. This repository is no longer under development. For latest version see: http://www.tldvision.com/tld2.html | 2022-05-18T19:06:49Z |
| 17 | Machine-Learning-homework | 2024 | 655 | MATLAB | 0 | Matlab Coding homework for Machine Learning | 2020-04-28T02:45:57Z |
| 18 | CAM | 1885 | 462 | MATLAB | 20 | Class Activation Mapping | 2022-09-13T14:02:02Z |
| 19 | awesome-low-light-image-enhancement | 1830 | 240 | MATLAB | 0 | This is a resouce list for low light image enhancement | 2026-05-12T12:34:13Z |
| 20 | matlab2tikz | 1717 | 331 | MATLAB | 250 | This program converts MATLAB®/Octave figures to TikZ/pgfplots figures for smooth integration into LaTeX. | 2026-05-31T18:16:01Z |
| 21 | DnCNN | 1711 | 556 | MATLAB | 39 | Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising (TIP, 2017) | 2021-10-09T22:04:36Z |
| 22 | robotics-toolbox-matlab | 1536 | 463 | MATLAB | 83 | Robotics Toolbox for MATLAB | 2023-01-01T21:23:11Z |
| 23 | Coding-Guide | 1455 | 182 | MATLAB | 0 | 自己随手记录的东西 | 2022-07-12T04:03:24Z |
| 24 | omniglot | 1418 | 358 | MATLAB | 0 | Omniglot data set for one-shot learning | 2023-02-01T21:28:32Z |
| 25 | export_fig | 1344 | 366 | MATLAB | 26 | A MATLAB toolbox for exporting publication quality figures | 2026-06-01T12:37:24Z |
| 26 | crfasrnn | 1336 | 456 | MATLAB | 46 | This repository contains the source code for the semantic image segmentation method described in the ICCV 2015 paper: Conditional Random Fields as Recurrent Neural Networks. http://crfasrnn.torr.vision/ | 2019-11-30T13:17:39Z |
| 27 | matlab-schemer | 1256 | 272 | MATLAB | 13 | Apply and save color schemes in MATLAB with ease. | 2023-12-13T03:58:36Z |
| 28 | R-FCN | 1247 | 536 | MATLAB | 30 | R-FCN: Object Detection via Region-based Fully Convolutional Networks | 2017-05-05T15:50:59Z |
| 29 | SPIRIT | 1206 | 52 | MATLAB | 35 | Smartphone based on the Raspberry Pi CM 5. | 2026-05-07T09:48:20Z |
| 30 | Image-Fusion | 1196 | 152 | MATLAB | 13 | Deep Learning-based Image Fusion: A Survey | 2026-06-10T14:42:05Z |
| 31 | Coursera-Machine-Learning-Stanford | 1165 | 747 | MATLAB | 2 | Machine learning-Stanford University | 2026-06-06T09:33:45Z |
| 32 | tiny | 1143 | 312 | MATLAB | 5 | Tiny Face Detector, CVPR 2017 | 2020-03-21T02:04:30Z |
| 33 | machine-learning-coursera-1 | 1118 | 890 | MATLAB | 0 | This repo is specially created for all the work done my me as a part of Coursera's Machine Learning Course. | 2019-07-28T13:49:39Z |
| 34 | quadrotor | 1113 | 302 | MATLAB | 9 | Quadrotor control, path planning and trajectory optimization | 2024-05-05T00:36:38Z |
| 35 | EconometricsResources | 1104 | 166 | MATLAB | 0 | 经济学相关专业资料集 | 2025-11-19T07:29:19Z |
| 36 | Gait-Tracking-With-x-IMU | 1065 | 420 | MATLAB | 22 | None | 2023-10-14T12:00:26Z |
| 37 | Signals-and-Systems-course | 1024 | 196 | MATLAB | 0 | 浙江大学信电学院2022信号与系统课程资料 | 2022-07-16T04:20:49Z |
| 38 | SAR-Synthetic-Aperture-Radar | 1023 | 279 | MATLAB | 0 | 合成孔径雷达 相关。研究生期间学习 SAR/InSAR/PolSAR 相关的代码和总结，毕业后已经离开这个领域了。分享出来，仅此纪念。1）SAR: 成像算法，RD，CS，Radarsat-1数据成像处理。2）InSAR: 人造场景原始回波仿真、成像及干涉处理。包括平地场景和圆锥形场景。3）PolSAR: 极化定标算法，Whitt, PARC, Quegan, Ainsworth。详见 readme.md | 2023-11-19T03:15:56Z |
| 39 | BPL | 984 | 304 | MATLAB | 0 | Bayesian Program Learning model for one-shot learning | 2015-12-28T20:48:56Z |
| 40 | MIMO_OFDM | 978 | 296 | MATLAB | 1 | 《MIMO-OFDM无线通信技术及MATLAB实现》随书源码 | 2018-05-11T06:28:47Z |
| 41 | fieldtrip | 975 | 764 | MATLAB | 86 | The MATLAB toolbox for MEG, EEG and iEEG analysis | 2026-06-17T21:45:56Z |
| 42 | convnet-burden | 930 | 113 | MATLAB | 5 | Memory consumption and FLOP count estimates for convnets | 2019-01-17T11:15:00Z |
| 43 | activityrecognition | 929 | 348 | MATLAB | 1 | Resources about activity recognition-行为识别资料 | 2019-08-20T05:46:37Z |
| 44 | Must-Reading-on-ISAC | 926 | 177 | MATLAB | 3 | Must Reading Papers, Research Library, Open-Source Code on Integrated Sensing and Communications (aka. Joint Radar and Communications, Joint Sensing and Communications, Dual-Functional Radar Communications) | 2026-01-02T07:39:10Z |
| 45 | Matlab-Machine | 910 | 166 | MATLAB | 0 | None | 2025-07-22T08:10:41Z |
| 46 | machine-learning-octave | 895 | 252 | MATLAB | 0 | 🤖 MatLab/Octave examples of popular machine learning algorithms with code examples and mathematics being explained | 2025-11-23T04:28:32Z |
| 47 | lrslibrary | 884 | 379 | MATLAB | 3 | Low-Rank and Sparse Tools for Background Modeling and Subtraction in Videos | 2025-11-22T15:13:28Z |
| 48 | NTURGB-D | 877 | 179 | MATLAB | 23 | Info and sample codes for "NTU RGB+D Action Recognition Dataset" | 2022-02-18T07:49:02Z |
| 49 | VAD | 869 | 232 | MATLAB | 30 | Voice activity detection (VAD) toolkit including DNN, bDNN, LSTM and ACAM based VAD. We also provide our directly recorded dataset. | 2021-06-09T07:28:56Z |
| 50 | toolbox | 859 | 498 | MATLAB | 32 | Piotr's Image & Video Matlab Toolbox | 2019-05-06T18:46:16Z |
| 51 | edges | 839 | 360 | MATLAB | 17 | Structured Edge Detection Toolbox | 2019-12-02T22:40:33Z |
| 52 | Smart-Algorithm | 836 | 158 | MATLAB | 2 | 智能算法-遗传算法、蚁群算法、粒子群算法实现。实现版本Java,Python,MatLab多版本实现 | 2020-05-10T13:43:07Z |
| 53 | Octave | 833 | 496 | MATLAB | 5 | my octave exercises for 2011 stanford machine learning class, posted after the due date of course | 2021-07-02T19:34:38Z |
| 54 | hctsa | 833 | 364 | MATLAB | 11 | Highly comparative time-series analysis | 2026-06-17T23:34:09Z |
| 55 | Awesome-Speech-Enhancement | 827 | 152 | MATLAB | 5 | 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. | 2020-12-01T10:20:50Z |
| 56 | Image-Harmonization-Dataset-iHarmony4 | 810 | 95 | MATLAB | 0 | [CVPR 2020] The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for image harmonization, image composition, etc. | 2026-02-24T14:22:24Z |
| 57 | IMUCalibration-Gesture | 788 | 264 | MATLAB | 0 | calibration for Imu and show gesture | 2024-12-12T02:43:34Z |
| 58 | TIGRE | 780 | 250 | MATLAB | 87 | TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox | 2026-06-12T08:39:34Z |
| 59 | CourseraMachineLearning | 779 | 313 | MATLAB | 0 | Coursera Machine Learning By Prof. Andrew Ng | 2019-08-28T14:44:00Z |
| 60 | Total-Text-Dataset | 771 | 139 | MATLAB | 6 | Total Text Dataset. It consists of 1555 images with more than 3 different text orientations: Horizontal, Multi-Oriented, and Curved, one of a kind. | 2023-10-05T05:13:30Z |
| 61 | eeglab | 768 | 272 | MATLAB | 66 | EEGLAB is an open source signal processing environment for electrophysiological signals running on Matlab and developed at the SCCN/UCSD | 2026-05-28T18:20:40Z |
| 62 | CBIG | 748 | 419 | MATLAB | 16 | None | 2026-03-25T09:26:12Z |
| 63 | Mathematics | 746 | 269 | MATLAB | 2 | 数学知识点滴积累 矩阵 数值优化 神经网络反向传播 图优化 概率论 随机过程 卡尔曼滤波 粒子滤波 数学函数拟合 | 2020-09-12T02:38:03Z |
| 64 | Grey-Wolf-Optimizer-for-Path-Planning | 745 | 58 | MATLAB | 7 | 灰狼优化算法(GWO)路径规划/轨迹规划/轨迹优化、多智能体/多无人机航迹规划 | 2025-12-05T11:45:08Z |
| 65 | face_verification_experiment | 721 | 321 | MATLAB | 2 | Original Caffe Version for LightCNN-9. Highly recommend to use PyTorch Version (https://github.com/AlfredXiangWu/LightCNN) | 2017-02-10T09:19:33Z |
| 66 | vgg_face2 | 705 | 116 | MATLAB | 5 | None | 2020-02-18T15:30:05Z |
| 67 | OptimTraj | 704 | 219 | MATLAB | 29 | A trajectory optimization library for Matlab | 2023-06-06T00:37:01Z |
| 68 | MSS | 698 | 198 | MATLAB | 0 | The Marine Systems Simulator (MSS) is software that supplements the textbook "Handbook of Marine Craft Hydrodynamics and Motion Control," 2nd Edition, by T. I. Fossen, published in 2021 by John Wiley & Sons Ltd. | 2026-06-11T15:41:05Z |
| 69 | automated-driving-control | 681 | 303 | MATLAB | 7 | None | 2020-12-04T13:45:46Z |
| 70 | awesome-matlab-students | 679 | 79 | MATLAB | 0 | An awesome list of helpful resources for students learning MATLAB & Simulink. List includes tips & tricks, tutorials, videos, cheat sheets, and opportunities to learn MATLAB & Simulink. | 2026-06-16T18:05:37Z |
| 71 | MATLABRobotics | 678 | 326 | MATLAB | 2 | MATLAB sample codes for mobile robot navigation | 2018-11-10T23:36:18Z |
| 72 | chebfun | 674 | 163 | MATLAB | 156 | Chebfun: numerical computing with functions. | 2025-09-27T16:41:40Z |
| 73 | gptoolbox | 671 | 174 | MATLAB | 60 | Matlab toolbox for Geometry Processing. | 2026-05-15T20:08:20Z |
| 74 | mexopencv | 660 | 315 | MATLAB | 37 | Collection and a development kit of matlab mex functions for OpenCV library | 2020-10-23T01:25:05Z |
| 75 | kalibr_allan | 659 | 221 | MATLAB | 8 | IMU Allan standard deviation charts for use with Kalibr and inertial kalman filters. | 2020-06-21T16:54:04Z |
| 76 | BeatTheBookie | 649 | 148 | MATLAB | 3 | Betting Strategy to Beat the Bookies at Football Games | 2021-10-04T15:11:23Z |
| 77 | SelfExSR | 641 | 272 | MATLAB | 8 | Single Image Super-Resolution from Transformed Self-Exemplars (CVPR 2015) | 2016-05-31T16:29:23Z |
| 78 | matlab_motion_planning | 640 | 92 | MATLAB | 2 | Motion planning and Navigation of AGV/AMR：matlab implementation of Dijkstra, A*, Theta*, JPS, D*, LPA*, D* Lite, RRT, RRT*, RRT-Connect, Informed RRT*, ACO, Voronoi, PID, LQR, MPC, APF, RPP, DWA, DDPG, Bezier, B-spline, Dubins, Reeds-Shepp etc. | 2025-04-03T09:05:56Z |
| 79 | matlab-agentic-toolkit | 640 | 84 | MATLAB | 9 | The MATLAB Agentic Toolkit brings trusted MATLAB capabilities to AI agents, making engineering and scientific workflows agent-ready. | 2026-06-04T15:49:26Z |
| 80 | NaveGo | 633 | 221 | MATLAB | 12 | NaveGo: an open-source MATLAB/GNU Octave toolbox for processing integrated navigation systems and performing inertial sensors analysis. | 2024-02-24T15:09:52Z |
| 81 | cnn-for-image-retrieval | 632 | 225 | MATLAB | 1 | :sunrise:The code of post "Image retrieval using MatconvNet and pre-trained imageNet" | 2021-01-05T04:45:05Z |
| 82 | Exclusively-Dark-Image-Dataset | 632 | 113 | MATLAB | 9 | Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations. | 2026-02-13T06:52:27Z |
| 83 | MatlabFunc | 630 | 267 | MATLAB | 2 | Matlab codes for feature learning | 2020-10-02T15:25:17Z |
| 84 | hashing-baseline-for-image-retrieval | 629 | 250 | MATLAB | 4 | :octocat:Various hashing methods for image retrieval and serves as the baselines | 2022-04-16T14:29:21Z |
| 85 | siamese-fc | 628 | 217 | MATLAB | 34 | Arbitrary object tracking at 50-100 FPS with Fully Convolutional Siamese networks. | 2019-05-16T10:10:53Z |
| 86 | ECO | 624 | 242 | MATLAB | 16 | Matlab implementation of the ECO tracker. | 2019-10-24T11:11:11Z |
| 87 | automatic-driving-decision-and-planning-for-matlab | 620 | 244 | MATLAB | 4 | None | 2022-08-06T16:42:56Z |
| 88 | IRCNN | 611 | 171 | MATLAB | 11 | Learning Deep CNN Denoiser Prior for Image Restoration (CVPR, 2017) (Matlab) | 2021-10-09T22:03:58Z |
| 89 | ICNet | 609 | 196 | MATLAB | 27 | ICNet for Real-Time Semantic Segmentation on High-Resolution Images, ECCV2018 | 2022-04-15T20:07:00Z |
| 90 | netvlad | 605 | 121 | MATLAB | 0 | NetVLAD: CNN architecture for weakly supervised place recognition | 2017-07-22T17:41:15Z |
| 91 | refinenet | 603 | 157 | MATLAB | 0 | RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation | 2019-06-01T05:40:49Z |
| 92 | robust-tube-mpc | 599 | 110 | MATLAB | 10 | Example implementation for robust model predictive control using tube | 2021-01-29T22:12:10Z |
| 93 | Exposure_Correction | 586 | 70 | MATLAB | 7 | Project page of the paper "Learning Multi-Scale Photo Exposure Correction" (CVPR 2021). | 2023-12-24T01:15:11Z |
| 94 | voc-dpm | 577 | 303 | MATLAB | 19 | Object detection system using deformable part models (DPMs) and latent SVM (voc-release5). You may want to use the latest tarball on my website. The github code may include code changes that have not been tested as thoroughly and will not necessarily reproduce the results on the website. | 2017-04-03T16:06:41Z |
| 95 | Notes-ML-AndrewNg | 565 | 160 | MATLAB | 0 | Coursera吴恩达机器学习课程笔记及资源整理 | 2024-03-18T09:18:48Z |
| 96 | YALMIP | 562 | 147 | MATLAB | 39 | MATLAB toolbox for optimization modeling | 2026-03-22T18:19:07Z |
| 97 | matpower | 561 | 181 | MATLAB | 14 | MATPOWER – steady state power flow simulation and optimization for MATLAB and Octave | 2026-03-11T00:26:56Z |
| 98 | MATLAB-Deep-Learning-Model-Hub | 560 | 119 | MATLAB | 12 | Discover pretrained models for deep learning in MATLAB | 2026-04-22T16:25:38Z |
| 99 | FFDNet | 556 | 136 | MATLAB | 24 | FFDNet: Toward a Fast and Flexible Solution for CNN based Image Denoising (TIP, 2018) | 2021-10-09T22:05:04Z |
| 100 | Detect-Track | 552 | 107 | MATLAB | 18 | Code release for "Detect to Track and Track to Detect", ICCV 2017 | 2018-07-03T16:38:41Z |