Philip Vollet

@[email protected]
309 Followers
422 Following
9 Posts
Open source influencer tweeting about machine learning and data science libraries. Head of Developer Relations at Explosion.ai
Philip VolletDec 23, 2022
Cédric ArchambeauDec 20, 2022
Today, we open sourced Fortuna (https://github.com/awslabs/fortuna) a library for uncertainty quantification.
Deep neural networks are often overconfident and do not know what they don’t know. Quantifying the uncertainty in the predictions they make will help deploy deep learning more responsibly and more safely.
#responsibleAI #ConformalPrediction #BayesianInference #UncertaintyQuantification #deeplearning #opensource
GitHub - awslabs/fortuna: A Library for Uncertainty Quantification.

A Library for Uncertainty Quantification. Contribute to awslabs/fortuna development by creating an account on GitHub.

GitHub
Philip VolletDec 21, 2022
Micah LeeDec 21, 2022
Oh hell yeah. @mozilla is launching a Mastodon instance in early 2023! I’m very excited for this. Mozilla is really good at what they do. Firefox has over 200M monthly active users, and with any luck they’ll build better support for the fediverse into Firefox itself. Mastodon will greatly benefit from easy to use professionally run instances that can handle massive scaling https://blog.mozilla.org/en/mozilla/mozilla-launch-fediverse-instance-social-media-alternative/
Mozilla to explore healthy social media alternative | The Mozilla Blog

Update: Starting May 4, 2023, we’re expanding Mozilla.social to a private beta. If you’re interested, join our waitlist. In early 2023, Mozilla will st

Philip VolletDec 20, 2022
Serge BelongieDec 19, 2022
If you have even a passing interest in the interplay between AI and Art, I highly recommend this blog post. It’s very thought-provoking in itself, but it also serves as a jumping-off point for a number of @aaronhertzmann’s deep dives into this topic.
https://aaronhertzmann.com/2022/12/17/when-tech-changes-art.html #AiArt #GenerativeArt
When Machines Change Art

At a few times in history, new technologies came along that changed the way we make art. Machines, chemicals, and/or algorithms replaced some of the steps that artists did, changing how we made art—and, sometimes, radically transforming what we thought think art is.

Aaron Hertzmann’s blog
Philip VolletDec 20, 2022
Matthew HonnibalDec 19, 2022

We've been working on new https://prodi.gy workflows that let you use the OpenAI API to kickstart your annotations, via zero- or few-shot learning. We've just published the first recipe, for NER annotation 🎉 https://github.com/explosion/prodigy-openai-recipes

Here's what, why and how. 🧵

Let's say you want to do some 'traditional' NLP thing, like extracting information from text. The information you want to extract isn't on the public web — it's in this pile of documents you have sitting in front of you.

Prodigy · Prodigy · An annotation tool for AI, Machine Learning & NLP

A downloadable annotation tool for NLP and computer vision tasks such as named entity recognition, text classification, object detection, image segmentation, A/B evaluation and more.

Prodigy