Machine Learning

Machine Learning 5 min read

How To speed up your python code with JAX

JAX is a python library that is more like a toolbox for prototyping ideas. It can JIT compile your code, vectorize, compute gradients, and much more!...

Antoine Gauthier

Machine Learning Computer Vision 3 min read

Deformable Image Registration using Deep Learning

This post explains how to perform deformable image registration using deep neural networks.

David El Malih

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Machine Learning Computer Vision 14 min read

Your Own Few-Shot Classification Model Ready in 15mn with PyTorch

Intrigued by few-shot learning? Always wanted to use state-of-the-art algorithms for your project, but never knew where to start? We got you.

Etienne Bennequin

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Machine Learning 10 min read

Few-Shot Image Classification with Meta-Learning

Here is how you can teach your model to learn quickly from a few examples.

Etienne Bennequin

Machine Learning 6 min read

Interpretability of Deep Learning Models with Tensorflow 2.0

An introduction to interpretability methods to ease neural network training monitoring.

Raphaël Meudec

Machine Learning 11 min read

Python: How to Train your Own Model with NLTK and Stanford NER Tagger? (for English, French, German…)

This guide shows how to use NER tagging with NLTK and Standford NER tagger (Python).

Charles Bochet

Machine Learning 4 min read

Set up TensorFlow with Docker + GPU in Minutes

Why Docker is the best platform to use Tensorflow with a GPU.

Reda Boumahdi

Machine Learning 7 min read

Was Darwin a Great Computer Scientist?

How evolution taught us the “genetic algorithm”.

Machine Learning 4 min read

Surgical Time Tracking in Python

How to profile your python code to improve performance

Antoine Toubhans

Machine Learning 7 min read

NeurIPS (prev. NIPS) Papers Selection

My favorite research articles from NeurIPS (previously NIPS) 2018.

Felix Vogeli

Machine Learning 5 min read

Naive Bayes Classification With Sklearn

This tutorial details Naive Bayes classifier algorithm, its principle, pros & cons, and provides an example using the Sklearn python Library.

Martin Müller

Machine Learning 2 min read

Learn to Test Your Pyspark Project with Pytest — example-based Tutorial

In this tutorial, I will explain how to get started with test writing for your Spark project.

Irina Stolbolva

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