Accord.NET Framework 3.3.0

New Version

The Accord.NET Framework is a C# framework extending the excellent AForge.NET Framework external with new tools and libraries. Accord.NET provides many algorithms for many topics in mathematics, statistics, machine learning, artificial intelligence and computer vision.

It includes several methods for statistical analysis, such as Principal Component Analysis, Linear Discriminant Analysis, Partial Least Squares, Kernel Principal Component Analysis, Kernel Discriminant Analysis, Logistic and Linear Regressions and Receiver-Operating Curves. It also includes machine learning topics such as (Kernel) Support Vector Machines, Bayesian regularization for Neural Network training, RANSAC, K-Means, Gaussian Mixture Models and Discrete and Continuous Hidden Markov Models. The imaging and computer vision libraries includes projective image blending, homography estimation, the Camshift object tracker and the Viola-Jones object detector external.

The framework is divided in libraries, available either through an executable installer, standalone compressed archives and NuGet packages. Those libraries include:

Scientific Computing

Accord.Math Contains a matrix extension library, along with a suite of numerical matrix decomposition methods, numerical optimization algorithms for constrained and unconstrained problems, special functions and other tools for scientific applications.
Accord.Statistics Probability distributions, statistical models and methods such as Linear and Logistic regression, Hidden Markov Models, (Hidden) Conditional Random Fields, Principal Component Analysis, Partial Least Squares, Discriminant Analysis, Kernel methods and functions and many other related techniques.
Accord.MachineLearning Support Vector Machines, Decision Trees, Naive Bayesian models, K-means, Gaussian Mixture models and general algorithms such as RANSAC, Cross-validation and Grid-Search for machine-learning applications.
Accord.Neuro Neural learning algorithms such as Levenberg-Marquardt, Parallel Resilient Backpropagation, initialization procedures such as Nguyen-Widrow and other neural network related methods.
Signal and Image Processing

Accord.Imaging Interest point detectors (Harris, SURF and FAST), image matching and image stitching methods. Can create integral images and other image transformations, plus additional image filters for image processing a applications.
Accord.Audio Process, transforms, filters and handle audio signals for machine learning and statistical applications.
Accord.Vision Real-time face detection and tracking, as well as general methods for detecting, tracking and transforming objects in image streams. Contains cascade definitions, Camshift and Dynamic Template Matching trackers.
Support Libraries

Accord.Controls Histograms, scatter-plots and tabular data viewers for scientific applications.
Accord.Controls.Imaging Windows Forms controls to show and handle images. Contains a convenient ImageBox control which mimics the traditional MessageBox behavior for quickly displaying or inspecting images.
Accord.Controls.Audio Windows Forms controls to display waveforms and audio-related information.
Accord.Controls.Vision Windows Forms components and controls to track head, face and hand movements and other computer vision related tasks.

Author Cesar Roberto de Souza
License Open Source
Price FREE
Released 2016-09-17
Downloads 413
Filesize 483.00 MB
Requirements
Installation Instal And Uninstall
Keywords .NET Framework, C# Framework, AForge.NET Framework, Framework, AForge.NET, .NET
Users' rating
(4 rating)
Accord.NET Framework - Download Notice

Using Accord.NET Framework Free Download crack, warez, password, serial numbers, torrent, keygen, registration codes, key generators is illegal and your business could subject you to lawsuits and leave your operating systems without patches. We do not host any torrent files or links of Accord.NET Framework on rapidshare.com, depositfiles.com, megaupload.com etc. All Accord.NET Framework download links are direct Accord.NET Framework full download from publisher site or their selected mirrors.
Avoid: oem software, old version, warez, serial, torrent, Accord.NET Framework keygen, crack.
Consider: Accord.NET Framework full version, full download, premium download, licensed copy.

Accord.NET Framework - The Latest User Reviews

Most popular Components & Libraries downloads

dotConnect for Oracle Express Edition

9.7.770 download

A database connectivity solution for Oracle built over ADO.NET architecture

New Version

JavaScript Diagram

3.3.3 download

A JavaScript library for drawing flowchart, network, organizational diagrams.

New Version

ID3v2 Library

2.0.65.165 download

ID3v1 and ID3v2 Taging Library (.dll) for use in Win32 software

New Version

Zlib

1.2.11 download

A general purpose data compression library

New Software

SimplexNumerica

16.0.2.2 download

Best data analyzer, 2D/3D-plotting, calc and presentation program

New Version

Hamsterdb

2.2.1 download

This software features configurable page size, cache size and index key size

New Version

PostgreSQL Data Access Components

5.4 download

PgDAC provides direct access to PostgreSQL from Delphi, C++Builder, Lazarus

New Version

Accord.NET Framework

3.3.0 download

Popular framework for computer vision and machine learning

New Version

GemBox.Spreadsheet

3.7 download

Read, write, convert and print XLSX, XLS, ODS, CSV, HTML, PDF and XPS in .NET

Packet Sniffer SDK for Windows

4.2 download

Multi-Gigabit packet capture library for Windows