Olivier Grisel

@ogrisel
6 Followers
682 Following
131 Posts
Software Engineer at Inria, scikit-learn developer supported by http://scikit-learn.fondation-inria.fr. Mostly posts about #Python, #Pydata, #MachineLearning & #DeepLearning.
githubhttps://github.com/ogrisel
twitterhttps://twitter.com/ogrisel
scikit-learnhttps://scikit-learn.org
Olivier GriselNov 25, 2022
JMLRNov 25, 2022

'LinCDE: Conditional Density Estimation via Lindsey's Method', by Zijun Gao, Trevor Hastie.

http://jmlr.org/papers/v23/21-0840.html

#NewPaper #PaperPost

LinCDE: Conditional Density Estimation via Lindsey's Method

Olivier GriselNov 25, 2022
Tom GoldsteinNov 25, 2022
Neural algorithm synthesis is done by giving models a human-crafted programming language and millions of sample programs. Recently, my lab looked at whether neural networks can synthesize algorithms on their own without these crutches. They can, with the right architecture. 🧵
Olivier GriselNov 25, 2022
Tom GoldsteinNov 23, 2022

I always thought #StableDiffusion prompts needed the right combination of words. But byte-pair encoding can represent anything you can type, including math formulas and emojis. Turns out you don't need any words at all! Here's how and why this works...🧵

Prompt: 🧑‍🚀👽🛰️🌌 🔥🍄

Olivier GriselNov 25, 2022

Opening the laptop lid, checking the red CI on the main branch:

TypeError: data type 'int0' not understood

One of those days... Let's grab another coffee first.

Olivier GriselNov 25, 2022
Show threadThe GradientNov 24, 2022

Thanks so much to everyone who backed us a Patron! We are over 2/3rds of the way to fully paying off hosting, which helps us a ton.

We'll work on updating the about page and assigning patron roles to users within a day or two 

Olivier GriselNov 24, 2022
merve 🤗Nov 24, 2022
Someone wrote a blog about skops https://medium.com/nlplanet/hosting-scikit-learn-models-on-the-hugging-face-hub-with-skops-2349fcba1ec2 👨🏻‍🎤❤️
Hosting scikit-learn Models on the Hugging Face Hub with skops

Hugging Face recently released the first version of the skops library, which allows hosting scikit-learn based models on the Hugging Face Hub. Currently, the library provides basic integration…

NLPlanet
Olivier GriselNov 24, 2022
Martin FleischmannNov 23, 2022

In case you missed it, GeoPython 2023 (March 06-08 in Basel, Switzerland) has just opened a call for speakers at https://2023.geopython.net.

It is the best conference around for people working with geospatial data in Python. Highly recommend!

Submission deadline is December 16, 2022

See you in Basel! 🐍

#GeoPython #spatial

GeoPython 2023

The Python conference for Geo, March 06-08, 2023, Basel, Switzerland

Olivier GriselNov 24, 2022

New (5 days old), small (39 active users today) mastodon instance for human centric datascience:

https://datasci.social/about

> Community of nice & diverse people researching human-centric data science and adjacent topics, like human-centric data/network science, social data science, computational social science.

administered by @mszll

datasci.social

Community of researchers & practitioners in human-centric data science, broadly defined, like network science, computational social science, geospatial data science.

Mastodon hosted on datasci.social
Olivier GriselNov 22, 2022
Hal Daumé IIINov 22, 2022

New blog post on the NeurIPS'21 experiment re authors' perceptions of their own papers!

https://blog.ml.cmu.edu/2022/11/22/neurips2021-author-perception-experiment/

Key findings:

1) Authors significantly overestimate their papers' chances of acceptance. By like a LOT.

>

How do Authors' Perceptions about their Papers Compare with Co-authors’ Perceptions and Peer-review Decisions?

Alina Beygelzimer, Yann N. Dauphin, Percy Liang, Jennifer Wortman Vaughan(NeurIPS 2021 Program Chairs) Charvi Rastogi, Ivan Stelmakh, Zhenyu Xue, Hal Daumé III, Emma Pierson, and Nihar B. Shah There is a considerable body of research on peer review. Within the machine learning community, there

Machine Learning Blog | ML@CMU | Carnegie Mellon University
Olivier GriselNov 22, 2022
Shannon PileggiNov 22, 2022

i just installed the dev version of #rstats {dplyr} and I SERIOUSLY CANNOT EXPRESS ENOUGH HOW AWESOME IT IS!!

the rolling joins, the messaging... it is so, so, so good! 🤩