Tapkee
tsne Namespace Reference

Classes

class  Cell
class  QuadTree
class  TSNE
class  DataPoint
class  VpTree

Functions

static double sign (double x)
double euclidean_distance (const DataPoint &t1, const DataPoint &t2)

Detailed Description

Namespace containing implementation of t-SNE algorithm.

Copyright (c) 2013, Laurens van der Maaten (Delft University of Technology) All rights reserved.

Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: 1. Redistributions of source code must retain the above copyright notice, this list of conditions and the following disclaimer. 2. Redistributions in binary form must reproduce the above copyright notice, this list of conditions and the following disclaimer in the documentation and/or other materials provided with the distribution. 3. All advertising materials mentioning features or use of this software must display the following acknowledgement: This product includes software developed by the Delft University of Technology. 4. Neither the name of the Delft University of Technology nor the names of its contributors may be used to endorse or promote products derived from this software without specific prior written permission.

THIS SOFTWARE IS PROVIDED BY LAURENS VAN DER MAATEN ''AS IS'' AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL LAURENS VAN DER MAATEN BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.


Function Documentation

double tsne::euclidean_distance ( const DataPoint &  t1,
const DataPoint &  t2 
)

Definition at line 84 of file external/barnes_hut_sne/vptree.hpp.

static double tsne::sign ( double  x) [static]

Definition at line 53 of file tsne.hpp.

 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Defines