The previous post was about the trick Lebesgue used to construct a sequence of polynomials converging to |x| on the…
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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…
Continue ReadingSpectral encoding of categorical features
In tis case we can use Spectral Graph Theory methods to create low dimensional embedding of the categorical features. The…
Continue ReadingKernel 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…
Continue ReadingSupport 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…
Continue ReadingA 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…
Continue ReadingSimple 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…
Continue ReadingComo o Laravel funciona
Bora pra mais um artigo…O Laravel por definição é um framework MVC, não entraremos no mérito do que é o…
Continue ReadingRegression: 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…
Continue ReadingGenerative 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…
Continue ReadingMartin Renou
A new Python kernel for JupyterProject Jupyter aims at providing a consistent set of tools for interactive computing workflows across…Interpreted C++…
Continue ReadingA 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…
Continue ReadingSupport 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…
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