Download Accord.NET Framework 2.8.1 software

[Mirror1 download link] - file hosted by accord.googlecode.com

An extension to AForge.NET, a popular framework for computer vision and machine learning.

Whats new in version 2.8.1:
General:
• Working on more source code examples for the documentation.

Accord.Math:
• Adding Levenshtein distance for strings.

Accord.Imaging:
• Updating BagOfVisualWords to be fully serializable.

Accord.MachineLearning:
• Adding K-dimensional trees (K-d trees);
• Adding Mean-Shift clustering algorithm;
• Adding support for weights in Gaussian Mixture Models;
• Correcting the name of the K-Nearest Neighbors algorithm;
• Improving K-Nearest Neighbors for double[] using a K-d tree;
• Changing K-Nearest Neighbors generic argument to represent the
• instance type rather than the type of the array of instances.

Accord.Statistics:
• Adding interfaces for density estimation kernels;
• Adding Gaussian, Epanechnikov, Uniform density kernels;
• Adding Bartlett's and Levene's tests for variances;
• Adding hypothesis tests for comparing ROC curves;
• Adding support for scatterplot generation directly from ROC curves;
• Adding running Markov models and running Markov classifier filters;
• Adding stoch...