cesarsouza
NuGet publisher profile
Packages (31)
Accord
The core of the Accord.NET Framework. Contains basic classes such as general exceptions and extensions used by other framework libraries.
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. This package is part of the Accord.NET Framework.
Accord.Statistics
Contains 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. Provides methods for computing variances, standard deviations, averages, and many other statistical measures. This package is part of the Accord.NET Framework.
Accord.MachineLearning
Contains 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. This package is part of the Accord.NET Framework.
Accord.Fuzzy
Contains Fuzzy logic tools, such as fuzzy sets, linguistic variables and inference systems. This package originated from the AForge.NET Framework and is part of the Accord.NET Framework.
Accord.Imaging
Contains interest point detectors (SURF and FAST), image matching and image stitching methods. This package is part of the Accord.NET Framework.
Accord.Video
Contains interfaces and classes to access different video sources, such as IP video cameras (MJPEG streams). This package originated from the AForge.NET Framework and is part of the Accord.NET Framework.
Accord.Audio
Process, transforms, filters and handle audio signals for machine learning and statistical applications. This package is part of the Accord.NET Framework.
Accord.Video.FFMPEG
Contains classes and methods to handle video sources using FFMPEG. For this reason, this package is available under the GPL license only. This package originated from the AForge.NET Framework and is part of the Accord.NET Framework.
Accord.Vision
Real-time face detection and tracking, as well as general methods for detecting, tracking and transforming objects in image streams. Contains Haar cascade definitions, Camshift and Dynamic Template Matching trackers. This package is part of the Accord.NET Framework.
Accord.Audition
Process, transforms, filters and handle audio signals for machine learning and statistical applications. This package is part of the Accord.NET Framework.
Accord.Neuro
Contains neural learning algorithms such as Levenberg-Marquardt, Parallel Resilient Backpropagation, initialization procedures such as Nguyen-Widrow and other neural network related methods. This package is part of the Accord.NET Framework.
Accord.Text
Contains Snowball language stemmers for C#/.NET. This package is part of the Accord.NET Framework.
Accord.Video.FFMPEG.x64
Contains classes and methods to handle video sources using FFMPEG. For this reason, this package is available under the GPL license only. This package originated from the AForge.NET Framework and is part of the Accord.NET Framework.
Accord.Genetic
Contains chromosome and selection classes to create Genetic Algorithms (GA), Genetic Programming (GP) and Gene Expression Programming (GEP). This package originated from the AForge.NET Framework and is now part of the Accord.NET Framework.
Accord.MachineLearning.GPL
This package contains libraries of the Accord.NET Framework that are NOT available under the LGPL. It currently includes Accord.MachineLearning.GPL, which contains GPL code and thus can only be used inside GPL-compliant applications. Please take extra care before including this library in your projects.
Accord.Controls
Histograms, scatterplots and tabular data viewers for scientific applications. This package is part of the Accord.NET Framework.
Accord.Video.DirectShow
Contains classes and methods to handle video sources using DirectShow interface (USB web cameras, capture devices, video files). This package originated from the AForge.NET Framework and is part of the Accord.NET Framework.
Accord.IO
Contains File and data parsers to load and save data from different file formats. This package is part of the Accord.NET Framework.
Accord.Controls.Imaging
Windows Forms controls to show and handle images. Contains Color Sliders, Hue Pickers, PictureBox with extended format support, video players, and a convenient ImageBox control which mimics the traditional MessageBox behavior for quickly displaying or inspecting images. This package is part of the Accord.NET Framework.
Accord.DirectSound
Play and record audio using DirectSound. This package is part of the Accord.NET Framework.
Accord.Controls.Vision
Windows Forms components and controls to track head, face and hand movements and other computer vision related tasks. This package is part of the Accord.NET Framework.
Accord.Controls.Audio
Windows Forms controls to display waveforms and audio-related information. This package is part of the Accord.NET Framework.
Accord.Video.VFW
Contains classes to read and write AVI video files using Video For Windows. This package originated from the AForge.NET Framework and is part of the Accord.NET Framework.
Accord.Video.Kinect
Contains an interface to control and capture images from Microsoft Kinect devices. This package originated from the AForge.NET Framework and is part of the Accord.NET Framework.
Accord.Video.Ximea
Contains classes which allow capturing images from XIMEA cameras. This package originated from the AForge.NET Framework and is part of the Accord.NET Framework.
Accord.Imaging.Noncommercial
Contains image processing algorithms which can only be used for educational applications, and cannot be used in commercial products without express permission of its authors. Currently contains the Fast Guided Filter. This package is part of the Accord.NET Framework.
Accord.DataSets
Contains classes to download and parse machine learning datasets such as MNIST, News20, Iris. This package is part of the Accord.NET Framework.
Accord.Math.Noncommercial
Contains mathematical algorithms which can only be used for educational applications, and cannot be used in commercial products without express permission of its authors. Currently contains the non-linear Conjugate Gradient algorithm for non-linear optimization. This package is part of the Accord.NET Framework.
DynamicVML
This library provides a special type of List<T> that can be used to create dynamic lists in ASP.NET MVC views, i.e. lists where the user can click "add new item" and the server renders a new list item using Ajax.
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