@ThomasLecat Profile picture

Thomas LECAT

@ThomasLecat

ML Research Engineer @InstaDeepAi

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Thomas LECAT Reposted

Nice to see this launch of a Pro version of DeepPCB, an RL-based system for laying out PCB boards, which runs on @googlecloud Nice work, @kbeguir and team! 🎉 The use of RL for many kinds of hardware design and layout problems is accelerating. I remember excitedly comparing…

👋 Hello World! 🌎 Introducing DeepPCB Pro, our AI-powered design tool for industry-grade PCBs! Fast, precise, and compute-scalable with @googlecloud ☁️ Check it out at deeppcb.ai 👀



Thomas LECAT Reposted

Excited to introduce our latest neural solver, MEMENTO! Enhancing problem-specific adaptation with an explicit memory. Thanks to my @instadeepai collaborators: @RefiloeShabe 🇱🇸, Noah🇿🇦, @ArnuPretorius🇷🇼, @tomdbarrett 🇬🇧, @NGrinsztajn🇬🇧! arxiv.org/abs/2406.16424 🧵[1/9]

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Thomas LECAT Reposted

The NT Family is growing! 🐣 ✨ Introducing ChatNT, a Conversational Agent designed to analyse genomics sequences and address a wide range of key biological questions, assisting scientists in their daily work 👩‍🔬 📚Paper: tinyurl.com/chatNT-pdf 🌐Blog: tinyurl.com/chatNT-blog


Thomas LECAT Reposted

QDax v0.3.0 is live. This new release introduces 3 new algorithms: - MAP-Elites Low Spread arxiv.org/pdf/2303.16207… - AURORA arxiv.org/pdf/2106.05648… - PGA-AURORA arxiv.org/pdf/2210.03516… Congrats to the core team and to the new contributors. github.com/adaptive-intel…


Thomas LECAT Reposted

We released the weights and downstream task datasets of the agroNT, our 1B parameters DNA foundation model for plant genomics 🧬🪴. Check out our github (github.com/instadeepai/nu…) for Jax lovers⚡❤️and our @huggingface space (huggingface.co/InstaDeepAI) for the pytorch version🤗.


Thomas LECAT Reposted

Sharing what we've learned has always been core to @InstaDeepAI's DNA. This year our researchers are presenting a record 13 papers at #NeurIPS2023. Here's a preview of what we're bringing to the world's top AI/ML research conference instadeep.com/2023/12/instad…

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Thomas LECAT Reposted

Very excited that we released our Nucleotide Transformer models on huggingface 🤗. If you are interested in new fun deep learning applications, genomics or just in new cool science, you should check them out 🔬. Thanks a lot @katieelink and @huggingface team for your support!


Thomas LECAT Reposted

It’s official! 🎉Today InstaDeep becomes a proud member of the BioNTech family. Want to apply your AI skills to make a difference? Join us, we’re hiring!

Welcome @instadeepai to BioNTech! The acquisition supports our strategy, aiming to build world-leading capabilities in #AI-driven drug discovery and development of next-gen #immunotherapies and vaccines to address diseases with high unmet medical need. investors.biontech.de/news-releases/…



Thomas LECAT Reposted

Congrats on the launch, @louislecat & @jtiret! @upstream_do (YC S23) is an email client designed for team collaboration. It makes it easy for teams to make, track and share decisions, allowing them to move fast while letting team members stay focused. ycombinator.com/launches/J7z-u…

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Thomas LECAT Reposted

🧬 🤖 TECHBIO BOOM! @BioNTech_Group to buy @instadeepai for £342M in cash + up to £200M more. In Feb ‘21, I wrote “I see exciting ways that ML can be integrated into rational and predictive AI-first mRNA vaccine design” Thx for delivering @kbeguir 😉 investors.biontech.de/news-releases/…

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Thomas LECAT Reposted

LLMs can also learn the language of Covid-19. Here, @BioNTech_Group and @instadeepai built a model to predict high-risk Covid-19 variants far before the WHO designated them as variants. The model ingests viral spike protein sequences and predicts their immune escape and fitness.

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Thomas LECAT Reposted

In just 2 weeks, @instadeepai released 3 #JAX-based libraries: ⭐️ QDax: tinyurl.com/jax-qd ⭐️ CATx: tinyurl.com/cat-jax ⭐️ FastPBRL: tinyurl.com/fastpbrl I'm thrilled about this contribution to the open-source ecosystem and proud of our hard-working teams 🍻 🧵👇


Thomas LECAT Reposted

We’re proud to announce the release of our new open-source library, CATX, which provides an efficient implementation of the CATS algorithm for contextual bandits in JAX. >> You can access CATX here: bit.ly/3OlWo7G >> Read our blog here: bit.ly/3PRcNCl 1/3


Thomas LECAT Reposted

Super exciting time to work on population-based methods! We already have fast data collection, now this paper shows vectorizing agent updates can lead to huge speedups (on a GPU): arxiv.org/abs/2206.08888 Looking forward to discussing with the authors (@instadeepai) at #ICML2022😀


Thomas LECAT Reposted

IA décisionnelle: Instadeep lève 100 millions de dollars "Avec l'IA décisionnelle, on aide les opérateurs industriels à prendre des décisions en univers complexe, en un minimum de temps, avec des supercalculateurs" 🎙️ @kbeguir, CEO @instadeepai


Thomas LECAT Reposted

InstaDeep raised 100M USD! Our Series B is led by aicapital.ai the expert Deep Tech fund specialized in AI together with CDIB. Investors include @BioNTech_Group @ChimeraCapital @DB_Bahn @Google @G42ai and @Synergie In many ways a milestone bit.ly/3H7EAdS 1/N


Thomas LECAT Reposted

Today we're extremely excited to announce that we raised $100M and closed a Series B round led by aicapital.ai. Investors include @BioNTech_Group @ChimeraCapital @DB_Bahn Digital Ventures @Google @G42ai and @Synergie Full Press Release: bit.ly/3H7EAdS


Thomas LECAT Reposted

A new tool developed by BioNTech and an African AI start-up can evaluate the risks of new coronavirus variants within minutes and monitor them as they evolve 'nearly in real time' on.ft.com/3nhvFyA


Thomas LECAT Reposted

More than 10,000 new SARS-CoV-2 variants are now discovered each week. Humans can't cope with complex data at this scale. Experiments are resource-intensive and time-consuming, leading to delayed responses. Working with @BioNTech_Group we’ve decided to tackle this challenge 1/N

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Thomas LECAT Reposted

A nice multi-agent reinforcement learning library by ⁦@instadeepai⁩ including our old DIAL method ⁦@iassael⁩ ⁦@j_foerst⁩ ⁦@shimon8282⁩ - built using Acme ⁦ github.com/instadeepai/Ma…


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