Artificiality Bites 💊 Issue #50
Hello Human! This is a new issue from my weekly newsletter, holding a tiny compilation made of interesting articles from last week, projects, tutorials and tools; all related to Data, Artificial Intelligence and adjacent topics. καλή όρεξη!
📝 Interesting publications from last week
- MLOps: The Ultimate Guide
7'
A brief handbook and a collection of links to expand your knowledge on MLOps. - The Anthony Bourdain audio deepfake is forcing a debate about AI in journalism
5'
By now, using machine learning to simulate a dead person on screen is an accepted Hollywood technique. But a lot of controversy appeared when it was revealed that deepfake technology was used to simulate Anthony Bourdain’s voice in the new documentary about his life. - How AI translation could unseat English as the lingua franca of the business world
7'
Technology can help us overcome language inequities around the globe by helping everyone access information in their native language. - In defense of simple charts
12'
"If your chart shows relevant, important data in a good design, then kudos — no matter if it's a simple or a nonstandard chart". - Deep Learning over the Internet: Training Language Models Collaboratively
15'
This article describes DeDLOC: a new method for collaborative distributed training that can adapt itself to the network and hardware constraints of participants.
💡 Projects
- BirdNet
A project from The Cornell Lab of Ornithology and the Chemnitz University of Technology to recognize birds from sounds using neural nets. - Artigo Papers
A platform that aims to enable efficient reading and understanding of AI/ML papers, with discussions, annotations, notes and sharing. - Wordcraft
Google Research has proposed a new AI-assisted text editor for story writing.
📦 Repositories
- openai/triton
Triton is an open-source language/compiler/environment to write fast code at higher productivity than CUDA, but also with higher flexibility than other existing DSLs. Read more at OpenAI blog.
- deepmind/dm_pix
PIX is an image processing library in JAX, for JAX. - facebookresearch/CodeGen
CodeGen is a toolkit to apply machine learning for programming languages. It implements tokenization, dataset preprocessing, model training and model evaluation. - FluxML/FastAI.jl
FastAI.jl is a repository of best practices for deep learning in Julia, inspired by fastai. - deepklarity/jupyter-text2code
A jupyter extension that converts English queries into relevant python code.
- facebookresearch/MaskFormer
MaskFormer is a simple mask classification model that simplifies the landscape of approaches to semantic and panoptic segmentation tasks. - bes-dev/random_face
A simple python library for fast image generation of people who do not exist.
🎓 Courses / Events / Books
- 30 Days of ML 🏆
Kaggle is launching a new challenge next week: From machine learning beginner to Kaggle competitor in 30 days.
🚀 Extra bits
👋 See you next week!
