Topics - Linear Regression, Logistic Regression, Regularization, Neural Networks, System Design, Support Vector Machines, Unsupervised Learning (k-Means algorithm for clustering), Dimensionality Reduction (principal components analysis), Anomaly Detection, Recommender Systems, Large Scale Machine Learning, and Photo Optical Character Recognition…
☆25Jul 2, 2018Updated 8 years ago
Alternatives and similar repositories for Stanford-Machine-Learning-Coursework
Users that are interested in Stanford-Machine-Learning-Coursework are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Automatic generation and discretization of fully periodic RVEs of plain woven composites☆14Nov 29, 2024Updated last year
- This is my undergraduate thesis about high-performance discrete particle swarm optimization (PSO) algorithm and software development of a…☆33Jan 14, 2018Updated 8 years ago
- A custom toolkit to implement partial least squares regression (PLSR) and discriminant analysis (PLSDA) in MATLAB.☆10Jun 5, 2025Updated last year
- 💧 Inland water systems are essential to our environment because they are vital ecosystems that are bio-diverse. Thus, finding innovative…☆12Apr 26, 2020Updated 6 years ago
- For the paper 'A novel isogeometric coupling approach for assembled thin-walled structures', here is the core code and implementation tha…☆14Aug 9, 2024Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Classical Lamination Theory in Matlab☆15Dec 3, 2022Updated 3 years ago
- A framework for solving reliability analysis (aka design uncertainty quantification) and reliability-based robust design optimization (ak…☆14Feb 13, 2024Updated 2 years ago
- Design of NLMS algorithm of adaptive filtering; Employing DSP algorithms in MATLAB, C, C++; Implementation(Real-time): Using the analog d…☆14Oct 27, 2017Updated 8 years ago
- A Novel 2D-OMP algorithm for sparse recovery of FMCW Radar☆12Nov 25, 2022Updated 3 years ago
- Cluster Support Vector Data Description☆21Apr 20, 2017Updated 9 years ago
- Smart Grid State Estimation with PMUs TimeSynchronization Errors☆14Dec 1, 2020Updated 5 years ago
- ☆12Nov 11, 2021Updated 4 years ago
- A full-replica MATLAB/Simulink dynamic model of the IEEE 39-bus power system, including dynamic models of conventional generation and dyn…☆12Jun 18, 2018Updated 8 years ago
- Study Notes☆23Dec 29, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- This code realizes the construction of cokriging model, which is used for the structural size design of solder joints. The input is the r…☆11Aug 11, 2023Updated 2 years ago
- Matlab codes for Lq-norm regularized least-absolutes (LA) optimization for sparse recovery☆17Jun 15, 2016Updated 10 years ago
- Power system small signal analysis, multi synchronous machine model linearisation☆13Apr 2, 2018Updated 8 years ago
- Introduction to surrogate modeling optimization in wireless networks☆10May 10, 2018Updated 8 years ago
- Estimating power system inertia using convolutional neural network☆12Dec 13, 2020Updated 5 years ago
- Adaptive Noise Reduction using RLS algorithm, NLMS algorithm for Echo Cancelation, VAD of G729 to separate noise and voice☆17Jan 11, 2026Updated 6 months ago
- Meshless methods for Computational Mechanics☆18Apr 26, 2022Updated 4 years ago
- A repository of load frequency control models implemeted in matlab☆13Feb 22, 2025Updated last year
- Supervised classification of hyperspectral image(HSI)☆10Dec 12, 2018Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- NOCAD - Network based Observability and Controlability Analysis of Dynamical Systems toolbox for MATLAB and Octave☆13Jul 15, 2019Updated 7 years ago
- Discriminative Unsupervised Feature Learning with Convolutional Neural Networks☆19Feb 9, 2022Updated 4 years ago
- （考虑深度调峰火电机组频率响应特性的高风力渗透电力系统日前优化调度策略）☆17Dec 15, 2025Updated 7 months ago
- I synthesized a Robust MIMO controller to reduce the frequency deviations in a smart microgrid system which enjoys attached storage. Freq…☆18Jan 29, 2021Updated 5 years ago
- Randomized Greedy Polynomial Chaos Expansions☆10May 11, 2019Updated 7 years ago
- Simulating multiple agents of a swarm in Gazebo 2.2.3 (http://gazebosim.org/) on ROS Indigo (http://wiki.ros.org/indigo) communicating to…☆14Jun 23, 2017Updated 9 years ago
- This script utilizes an open source SVM library for image classification and segmentation of hyperspectral image data☆12Dec 25, 2018Updated 7 years ago
- A simple floating point NLMS Adaptive Filter and an accompanying test routine implemented in Matlab and C.☆16Aug 11, 2017Updated 8 years ago
- In the paper, a multi-task deep convolutional neural network, namely MoDANet, is proposed to perform modulation classification and DOA es…☆18Nov 29, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Wind Turbine Dynamics (WTD) Library features a group of Simulink blocks for simulation of dynamic response of generic models of Wind Turb…☆18Apr 10, 2018Updated 8 years ago
- Reliability-based Design Optimization☆12Apr 9, 2024Updated 2 years ago
- ☆11Mar 17, 2017Updated 9 years ago
- Source codes for Probability-Adaptive Kriging in n-Ball (PAK-Bn) (Kim & Song, 2020)☆11Apr 6, 2025Updated last year
- A graphics framework for educational and prototyping projects.☆10Oct 2, 2022Updated 3 years ago
- CyberX-AI-Digital-Twin is an AI-powered cybersecurity platform that uses digital twin technology to simulate, detect, and analyze cyber t…☆18Feb 13, 2025Updated last year
- A simple Mesh Library written in C☆13Apr 3, 2023Updated 3 years ago