kernel

Landau kernel

The previous post was about the trick Lebesgue used to construct a sequence of polynomials converging to |x| on the…

A Running Speed Benchmark for Kernel & Non-Kernel Algorithms

A Running Speed Benchmark for Kernel & Non-Kernel AlgorithmsAre non-kernel always faster than their counterpart kernel-based algorithms?Ori CohenBlockedUnblockFollowFollowingJul 9The Kernel…

Spectral encoding of categorical features

In tis case we can use Spectral Graph Theory methods to create low dimensional embedding of the categorical features. The…

Kernel Secrets in Machine Learning Pt. 2

The mapping function for the polynomial kernel of degree 2 in 2-dimensional space looks like this:When increasing the input dimension…

Support Vector Machines — Soft Margin Formulation and Kernel Trick

The answer is: No. The green decision boundary has a wider margin that would allow it to generalize well on…

A Journey into Scaling a Prometheus Deployment

A Journey into Scaling a Prometheus DeploymentRomain BaugueBlockedUnblockFollowFollowingApr 20Written by Aurélien Rougemont and Romain Baugue. At Synthesio, we use Prometheus…

Simple example of 2D density plots in python

Simple example of 2D density plots in pythonHow to visualize joint distributionsMadalina CiortanBlockedUnblockFollowFollowingMar 10This post will show you how to:Use a…

Como o Laravel funciona

Bora pra mais um artigo…O Laravel por definição é um framework MVC, não entraremos no mérito do que é o…

Regression: Kernel and Nearest Neighbor Approach

Regression: Kernel and Nearest Neighbor ApproachIn this article, I will talk about the Kernel and Nearest Neighbor Approach which forms a…

Generative Adversarial Networks (GANs) for Beginners

A GAN consist of two types of neural networks: a generator and discriminator. The GeneratorThe generator’s job is to take…

Martin Renou

A new Python kernel for JupyterProject Jupyter aims at providing a consistent set of tools for interactive computing workflows across…Interpreted C++…

A new Python kernel for Jupyter

A new Python kernel for JupyterMartin RenouBlockedUnblockFollowFollowingJan 9Project Jupyter aims at providing a consistent set of tools for interactive computing workflows…

Support Vector Machine: Kernel Trick; Mercer’s Theorem

And what the heck is Kernel Trick ?From the previous post about support vectors, we have already seen (please check to…