data from the trenches

Evaluation of the Learning Rate Finder

Lessons learned from reproducing “Diverse Mini-Batch Active Learning”, a strategy mixing uncertainty and diversity techniques.

Introduction to Active Learning through a quick benchmark of major Python packages: modAL, libact, and alipy.

A Thorough Review of The Transformer Inner Mechanisms

Towards Transformers: Overview and Intuition

We had the opportunity to attend dotJS Day 1 this year. Here is a sum up of the most remarkable takeaways and themes !

Learn how Dataiku DSS uses multiple JVMs to sandbox dangerous operations and survive OutOfMemory exceptions

Last time we learned about curiosity in Deep Reinforcement Learning. The idea of Curiosity-Driven learning is to build a reward function…

In the last few years, we saw a lot of breakthroughs in Reinforcement Learning. From 2013, with the first deep learning model to…

In recent years, we’ve seen an acceleration of innovations in Deep Reinforcement learning. Examples include beating the champion of the…

Answer: Probably not that much.

Learn how to get the data in the right format. Part 2 of 3 in a series on Marketing Attribution.