Posts

This page lists all the different posts on my blog. Each post have at least one of the three following categories:

1. Data Science

   which focuses on machine learning algorithms, statistics and mathematics.

2. Computer Science:

   where you will find everything that is related to hardware.

3. Software Devlopement:

   contains all topics related to software practices and tools.

Have fun!

computer-science data-science software-development

Computer-Science ¶

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Sep 2, 2023 open-science The ultimate guide to Windows/Linux dual-boot This is a guide explaining how to dual-boot a system with both Windows and Linux, using grub.

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May 17, 2020 media-server open-science Build your own media server Streaming and sharing media are gaining popular adoption, specifically using popular web media platform that everyone knows: Netflix, YouTube or Spotify.They all exists thanks to the same technology, media encoding/decoding....

Data-Science ¶

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Jul 21, 2022 linear-algebra optimization Introduction to neural networks (part 2) In the previous post, we saw an example of a linear neural network were the data was clearly linearly sperabale.This time, we will try to classify non-linearly separable data.Before showing...

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Jul 21, 2022 linear-algebra optimization Introduction to neural networks (part 1) You have all heard about deep neural networks, and maybe used it. In this post, I will try to explain the mathematics behind neural nets with a basic classification example.This...

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Jun 11, 2022 geometry linear-algebra Graph signal processing - application to trafic data analysis Human societies have always relied on social connection. Today, with the web this is even more true, isn't the internet a huge nebuleous of data ?Networks are also present in...

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Oct 27, 2021 statistics video-games New World gathering luck This post is about the random generation number of the MMO New World. It should help you understand what are the requirements to gather a rare ressource.

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Aug 4, 2021 health-care open-science statistics Introduction to neuroscience and task f-MRI study Neuroscience is a multidisciplinary science to study the human brain, and MRI is one of the main and widely used tool for measuring the brain.f-MRI itself focuses on the identification...

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Jan 13, 2021 cryptocurrency statistics The hidden secrets of the bitcoin price Bitcoin is a digital currency created in 2008 by Satoshi Nakamoto, he describes it as a "peer-to-peer version of electronic cash" [1].One big advantage of bitcoin (and other cryptocurrencies) is...

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Aug 1, 2020 statistics health-care Covid-19 - The danger of false-positive Covid-19 is an infectious disease caused by the SARS-CoV-2 virus that evolved into a pandemic, because it massively spread around the world in a similar way to the flu. Most...

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Sep 21, 2019 statistics health-care open-science Generative model to classify parkinson subject Generative model is part of machine learning, and is usually used when you have easy access to your data and you want to infer the distribution on it.We will take...

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Apr 7, 2019 statistics optimization What is the likelihood ? When refering to the likelihood of an event in the everyday language, we are often talking about the probability that this event occurs.From a mathematical point of view, the likelihood...

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Jun 14, 2018 geometry optimization Fitting geometric models with gradient descent The process of fitting known geometric models to scattered data is well known and resolved since a long time. Indeed, Legendre was one of the first to use least-square to...

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Jun 8, 2018 geometry linear-algebra Fit a line with Singular Value Decomposition Singular value decomposition (SVD) is a widely used method that plays a huge role in data preprocessing for machine learning.It is mostly used to filter out noise from the data,...

Software-Development ¶

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Mar 27, 2026 gpu Enabling GPU Acceleration in Windows 11 Hyper-V VMs Want to run GPU-accelerated applications inside a Windows 11 Hyper-V virtual machine? This guide walks you through enabling GPU Paravirtualization (GPU-PV).

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Nov 16, 2024 computer-science media-server Use your Android TV without a Google account How to avoid registering to a Google account on your Android smart TV.

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Jun 28, 2022 video-games How to obtain MissingNo. offline in PokClicker PokClicker is a famous online clicker game which attracted a lot of players recently.Today we will focus on a specific pokemon that can be obtained through a surprising way, MissingNo....

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Jun 3, 2022 media-server Access the GoPro videos without the app This post will guide you step by step on how to access your video files over LAN wifi without the official app, from your GoPro directly to your computer.

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Jun 7, 2020 video-games Using python with the Animal Crossing New Horizons REST api Animal Crossing is a well known series exclusive to Nintendo. Originally called "Animal Forest" when it first released on the Nintendo 64 in 2001, it is a simulation game where...

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Mar 14, 2020 gpu How to install NVIDIA GPU driver and CUDA on ubuntu This post is intended to describe how to install NVIDIA GPU driver and CUDA on ubuntu.I have myself a GTX 560M with ubuntu 18.04.

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Jan 4, 2019 video-games Optimize jewelry selling in Guild Wars 2 Guild Wars 2 (GW2) is a massively multiplayer online role-playing game (MMORPG) developed by ArenaNet and published by NCSoft and ArenaNet.The game takes place in the world of Tyria, with...

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Sep 9, 2018 interactivity open-science Jupyter notebooks Jupyter Notebook [1] (with the ipynb extension) are documents that can contain code (including Python) and rich text elements (links, latex equations, figures).They are powerfull and highly customizable for sharing...

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