How To Install tapkee-devel on CentOS 7
Introduction
In this tutorial we learn how to install tapkee-devel on CentOS 7.
What is tapkee-devel
Tapkee is a C++ template library for dimensionality reduction with some bias on spectral methods. The Tapkee origins from the code developed during GSoC 2011 as the part of the Shogun machine learning toolbox. The project aim is to provide efficient and flexible standalone library for dimensionality reduction which can be easily integrated to existing codebases. Tapkee leverages capabilities of effective Eigen3 linear algebra library and optionally makes use of the ARPACK eigensolver. The library uses CoverTree and VP-tree data-structures to compute nearest neighbors. To achieve greater flexibility we provide a callback interface which decouples dimension reduction algorithms from the data representation and storage schemes. Tapkee provides implementations of the following dimension reduction methods * Locally Linear Embedding and Kernel Locally Linear Embedding (LLE/KLLE) * Neighborhood Preserving Embedding (NPE) * Local Tangent Space Alignment (LTSA) * Linear Local Tangent Space Alignment (LLTSA) * Hessian Locally Linear Embedding (HLLE) * Laplacian eigenmaps * Locality Preserving Projections * Diffusion map * Isomap and landmark Isomap * Multidimensional scaling and landmark Multidimensional scaling (MDS/lMDS) * Stochastic Proximity Embedding (SPE) * PCA and randomized PCA * Kernel PCA (kPCA) * Random projection * Factor analysis * t-SNE * Barnes-Hut-SNE
We can use yum or dnf to install tapkee-devel on CentOS 7. In this tutorial we discuss both methods but you only need to choose one of method to install tapkee-devel.
Install tapkee-devel on CentOS 7 Using yum
Update yum database with yum using the following command.
sudo yum makecache
After updating yum database, We can install tapkee-devel using yum by running the following command:
sudo yum -y install tapkee-devel
Install tapkee-devel on CentOS 7 Using dnf
If you don’t have dnf installed you can install DNF on CentOS 7 first.
Update yum database with dnf using the following command.
sudo dnf makecache
After updating yum database, We can install tapkee-devel using dnf by running the following command:
sudo dnf -y install tapkee-devel
How To Uninstall tapkee-devel on CentOS 7
To uninstall only the tapkee-devel package we can use the following command:
sudo dnf remove tapkee-devel
References
Summary
In this tutorial we learn how to install tapkee-devel on CentOS 7 using yum and dnf.
