Gorkem Ozkaya

26 Followers
174 Following
23 Posts

applied machine learning @ uber

interests
- large-scale machine learning on tabular data
- sequence models
- causal inference
- best development tools & practices for data scientists

Next step towards making Threads fully interoperable in the fediverse: now you'll be able to follow people from other fediverse servers who liked, followed or replied to federated profiles on Threads.
Kasparov vs. Deep Blue: the Chess Match That Changed Our Minds About AI https://gizmodo.com/kasparov-ibm-deep-blue-ai-chess-match-changed-minds-1850270696
Kasparov vs. Deep Blue: the Chess Match That Changed Our Minds About AI

β€œIf you want to know what the future of AI looks like, look at chess. It happened to us first, and it’s going to happen to all of you.”

Gizmodo
Hello Dolly: Democratizing the magic of ChatGPT with open models

Introducing Dolly, a breakthrough in LLM from Databricks. Learn how Databricks open sourced the model and all its training code, enabling organizations to re-create Dolly at a minimal cost.

Databricks

A big thanks to everyone who contributed to Posit's open source projects this (last) year!! #rstats

https://www.youtube.com/watch?v=vvxwSc3ShQA

Thank you, from Open Source at Posit

YouTube
I am a harmless wandering anthropologist, bringing 20 hours of free #CausalInference and #BayesianStatistics instruction to your door. From foundations of inference through DAGs, #MultilevelModels & poststratified causal effects to #GaussianProcesses, Bayesian imputation & ODEs. Theatrical trailer below. Playlist: https://www.youtube.com/playlist?list=PLDcUM9US4XdMROZ57-OIRtIK0aOynbgZN
Statistical Rethinking 2022

YouTube
It's hard to beat a plain SGD optimizer that has a finely tuned learning rate schedule.

PyTorch 2.0 is out https://pytorch.org/get-started/pytorch-2.0/

Big feature seems to be model compilation

PyTorch

An open source machine learning framework that accelerates the path from research prototyping to production deployment.

Mostly in order to practice the Mastodon interface, I'm going to reproduce one of my posts from the now-defunct Google+ service (on probability paradoxes, first posted Sep 11, 2014) as a thread here. 🧡
Stable Diffusion 2.0 Release β€” Stability.Ai

The open source release of Stable Diffusion version 2.

Stability.Ai

Human-level play in the game of Diplomacy by combining language models

Link: https://www.science.org/doi/10.1126/science.ade9097
Discussion: https://news.ycombinator.com/item?id=33706997