Published inLenia NFT·PinnedLenia DAO purposeMuch more than just a NFT collection! — TL;DR We want to provide a new economically viable way of doing open research. To that end, we are building a decentralized and transparent research lab. Why now? We believe that all the tools emerging in the crypto ecosystems allows new kind of decentralized business models and help fight against the…Machine Learning4 min readMachine Learning4 min read
Published inLenia NFT·PinnedRoadmap v1 — done!TL;DR Since we released the first Lenia collection we worked on finishing the unofficial roadmap v1 of Lenia NFT. This included: Setting up the DAO and processes to interact together as a community in the most autonomous and transparent ways Making the collection accessible, decentralized and robust through time I’m happy…Lenia2 min readLenia2 min read
Published inLenia NFT·PinnedThe Lenia on-chain adventureWelcome to this “behind the scenes” series and very first Lenia blog post! 🔥 In our effort of being transparent, let’s not only share the successes but also all the drawbacks, sweat, and tears that fills this Lenia journey! TL;DR We set a release date a little bit too early and…Lenia Nft6 min readLenia Nft6 min read
Apr 12, 2022LeniaxA Lenia simulation library powered by JAX — A few month ago I started experimenting with a Cellular Automata variation called Lenia. Since that moment, I’ve been chasing a simple goal, trying to make progress on the first of the 5 grand challenges in the study of Lenia Automated discovery — How to discover Lenia creatures through automated…Machine Learning4 min readMachine Learning4 min read
Aug 19, 2019SculptureA beautiful experience that one should try — Hi everybody, this is a tiny post far from my comfort zone about a Sculpture experience I wanted to share. Sculpture might look like a totally inaccessible art and guess what? it’s not! 🎉 TL;DR: Clay sculpture might seem crazy but it’s way more accessible that one could believe. If you…Art11 min readArt11 min read
Published inmetaflow-ai·Nov 2, 2018Contributing to privacy-preserving MLCrafting building blocks for secure AI — TL;DR: I’ve been working for the last 6 months with a bunch of awesome guys to build an OpenSource library for privacy-preserving Machine Learning in TensorFlow and end up with my very first public contribution to science as a paper accepted to NIPS 2019 PPML workshop! 🎉 To dive into the…Machine Learning8 min readMachine Learning8 min read
Published inmetaflow-ai·Mar 2, 2018Contributing to OpenMinedSumming up 3 months with the community — If you are new to the OpenMined community, this article provides an overview of the current situation. I hope it will help you see more clearly the purpose and challenges of the community so you don’t get overwhelmed by the project complexity👍🏻 As OpenMined is evolving fast, the date of…Machine Learning9 min readMachine Learning9 min read
Published inTowards Data Science·Oct 2, 2017ML notes: why the Least Square Error?Disclaimer: This blog post is in my “ML notes” category. Its goal is to help me make sure I understand the tools and theories used in ML. I believe that pedagogically explaining what I learn, removing step by step any unknowns, is the best way to achieve this goal. What…Machine Learning10 min readMachine Learning10 min read
Published inmetaflow-ai·Jun 13, 2017ML notes: Why the log-likelihood?Disclaimer: This blog post is in my “ML notes” category. Its goal is to help me make sure I understand the tools and theories used in ML. I believe that pedagogically explaining what I learn, removing step by step any unknowns, is the best way to achieve this goal. What…Machine Learning9 min readMachine Learning9 min read
Published inmetaflow-ai·Apr 28, 2017TensorFlow: A proposal of good practices for files, folders and models architectureDesigning the right file architecture is not straightforward in Machine Learning. After struggling on that question for a few projects of my owns, I started to discover simple patterns that cover most of the use cases I stumbled upon when reading code or coding my own stuff. This article is…TensorFlow7 min readTensorFlow7 min read
