Projects

NGenerics

A class library providing generic data structures and algorithms not implemented in the standard .NET framework. The library plays around in the following broad classes : - Any data structure (general, mathematical, trees, queues, etc.) - Sorting algorithms - Algorithms performed on data ... [More] structures (Djikstra's shortest path algorithm, for example). [Less]

NSketch

The NSketch library aims to provide clean and well documented .Net 2.0 implementation of the most useful sketch-based algorithms. The library is written in C# and targets both Microsoft .Net Framework and Mono. A sketch is a compact yet approximate representation of some data. Most well-studied ... [More] sketches quantify the level of approximation through the Probably Approximately Correct (PAC) framework . Intuitively, a typical PAC property indicates that the (approximate) output is within a ε error margin of epsilon with a probability greater than P. If exactness is not a requirement, the approximation tradeoff can provide a huge performance gain against amount of limited error. [Less]

NSvm - Support Vector Machines for .NET

NSvm is a .Net Support Vector Machine library written in .Net. NSvm features the SMO algorithm, a few kernels (including ad hoc algorithms for linear kernels). The objectives of NSvm are simplicity, flexibility and extensibility.

Multi-armed bandit

The bandit project is a repository of the various known algorithmic solutions for the multi-armed bandit problem. The project is also a repository of several datasets that could be used for benchmarking purposes.

MyMediaLite

MyMediaLite is a recommender system algorithm library. It provides methods for two common tasks in recommender systems/collaborative filtering: rating prediction and item prediction from implicit feedback. MyMediaLite also contains command-line programs that let you use much of the library's functionality without having to program.

NSTL - The Power of the STL for .NET

The project is originally of a port and adaption of the C++ STL to .NET based on the SGI implementation. It features generic data structures, containers, collections and algorithms. Current development aims to integrate the library with .NET 3.5 and LINQ.

SmartMathLibrary

The SmartMathLibrary brings scientific computing to the .NET platform. It offers an object-oriented API for linear- and nonlinear algebra, calculus, analysis, advanced functions of real, complex, quanternion and octonion numbers, system of equation solving and many more.

Generics.Net

Written in C# 2.0, Generics.Net is a well organized class library which contains datastructures, algorithms, design patterns and other utilities in generic form.