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Thibaut
Thibaut

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Feb 7, 2022

Introduction à la simulation avec NetLogo : comment créer une petite usine ?

NetLogo a été conçu comme un logiciel d’introduction à un type de simulation qui permet de mettre en action plusieurs agents, chacun avec son comportement propre. Aussi connue sous le nom d’Agent Based Modeling. Dans les faits, ce logiciel est utilisé professionnellement, en particulier pour les simulations sociales, en épidémiologie…

Usine

13 min read

Introduction à la simulation avec NetLogo : comment créer une petite usine ?
Introduction à la simulation avec NetLogo : comment créer une petite usine ?
Usine

13 min read


Feb 7, 2022

Introduction to simulation with NetLogo: how to create a small factory?

NetLogo was designed as an introduction to a type of simulation that allows putting into action several agents, each with its own behavior. Also known as Agent-Based Modeling. This software is also used professionally, especially for social simulations, in epidemiology and biology. It is accessible without any prior knowledge of…

Netlogo

13 min read

Introduction to simulation with NetLogo: how to create a small factory?
Introduction to simulation with NetLogo: how to create a small factory?
Netlogo

13 min read


Feb 7, 2022

Que peut apporter l’IA au contrôle qualité dans l’Industrie ?

L’arrivée des réseaux de neurones convolutifs a été une révolution dans le domaine de la vision par ordinateur, qui a démultiplié les performances des algorithmes. En partant d’un réseau de neurones sur étagère, pré-entraînée sur des centaines de milliers d’images, il est désormais possible d’apprendre en quelques coups à trier…

Industrie

10 min read

Que peut apporter l’IA au contrôle qualité dans l’Industrie ?
Que peut apporter l’IA au contrôle qualité dans l’Industrie ?
Industrie

10 min read


Jan 25, 2022

An overview of Picsellia, an MLOps platform for computer vision.

I was able to attend a demo of this product recently, and it warrants your interest. I am not affiliated with Picsellia, the goal is to allow people to discover this product and the MLOps practices it allows. Picsellia offers a one-of-a-kind product. After HuggingFace, we could be in front…

Mlops

5 min read

An overview of Picsellia, an MLOps platform for computer vision.
An overview of Picsellia, an MLOps platform for computer vision.
Mlops

5 min read


Jan 25, 2022

Un aperçu de Picsellia, la plateforme de MLOps française pour la vision par ordinateur.

J’ai pu assister récemment à une démo de ce produit, et c’est assez intéressant pour que je vous en parle. Je ne suis pas affilié à Picsellia, le but est de permettre de découvrir ce produit et les pratiques de MLOps qu’il permet. Picsellia est une entreprise basée à Toulouse…

Mlops

5 min read

Un aperçu de Picsellia, la plateforme de MLOps française pour la vision par ordinateur.
Un aperçu de Picsellia, la plateforme de MLOps française pour la vision par ordinateur.
Mlops

5 min read


Jan 20, 2022

The current landscape of MLOps

Find your way in the jungle of MLOps solutions It is not a new story. When Machine Learning projects reach a critical size, things become difficult to handle with traditional tools. Here are some challenges for MLOps and some solutions that can be deployed… Handling the Data Creation In many real-world applications, the data…

Machine Learning

26 min read

The current landscape of MLOps
The current landscape of MLOps
Machine Learning

26 min read


Sep 22, 2021

A cheat sheet for statistical estimators

What distribution and parameters fit our data? What is the confidence interval of the estimated parameters? — The above article contains the formulas with minimal explanations. If you have seen this topic some time ago, it is probably a good way to refresh memories. However, this would be a bit too harsh to start from scratch with it. This is, for a big part, formulas from my…

Statistics

10 min read

A cheat sheet for statistical estimators
A cheat sheet for statistical estimators
Statistics

10 min read


Aug 27, 2021

An introduction to classification algorithms

In the precedent article, I spoke about the creation of a Bag of Words in R. Then, I made tests on two different datasets. This is a good occasion to tell a little about some commonly used classification algorithms. I will give some code samples in R, but this is…

Classification

15 min read

An introduction to classification algorithms
An introduction to classification algorithms
Classification

15 min read


Aug 25, 2021

How to create a Bag of Words embedding in R?

Bag of Word embedding is a Natural Language Processing technic to embed sentences into a fixed-size numeric vector. The goal is to use this vector as an input for a machine learning algorithm. Bag of Words is simple to understand an is a great technic when you want to keep…

R

9 min read

How to create a Bag of Words embedding in R?
How to create a Bag of Words embedding in R?
R

9 min read


May 11, 2021

A glimpse of the maths behind Optimization Algorithms

Ok, let’s start… (∩`-´)⊃━☆゚.*・。゚ import numpy as np from scipy.optimize import minimize End… No? Ok… ¯\_(ツ)_/¯ We need to dive a bit more into maths… The goal of this article is to provide a basic understanding of the maths behind common types of optimization algorithms. I used both my notes…

Neural Networks

14 min read

A glimpse of the maths behind Optimization Algorithms
A glimpse of the maths behind Optimization Algorithms
Neural Networks

14 min read

Thibaut

Thibaut

313 Followers

Publications in English & French about Data Science, Artificial Intelligence, and Innovation.

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