Pure MLX of UMAP, t-SNE, PaCMAP, TriMap, DREAMS, and CNE for Apple Silicon. Beyond the algorithms, I also built a circle-splatting renderer in MLX - scatter-add alpha blending on Metal, piped to H264 hardware encoding. So 70K points, 784 dimensions, from raw data to rendered video < 5s on M3 Ultra.
pip install mlx-vis
Paper: https://t.co/EL9iaKrBvv
Code: https://t.co/lMceWLhiHh
📣 Announcing new Develop in Swift Tutorials. These step-by-step guides introduce students to the basics of machine learning with Apple technologies and help them add intelligent features into their apps. And the Educator Guide helps integrate Tutorials into classroom activities. Learn more: https://t.co/NkvKIbd7Ib
Proud to visit our Apple Developer Academy in Jakarta to celebrate the accomplishments of the current developer class & more than 2,000 alumni. We're looking forward to opening a new Academy in Bali to support even more developers. Thank you Indonesia for a great visit!
Congrats to the newest Apple Developer Academy graduates in Brazil, Korea, and Indonesia! The program is designed to help students prepare for careers in the iOS app economy and it’s incredible to see the accomplishments since we established the program in Brazil 10 years ago.
From helping kids learn Spanish to making grocery store shopping more accessible to expanding access to mental health tools, these developers are sharing their talent, skills, and culture to make the world more inclusive. https://t.co/xp0SHVWdSR
It was a great day at Apple Park, introducing the world to products that are essential to our daily lives and that work seamlessly together. #AppleEvent
But how? What kind of impressive code could deliver a 2-3x speed boost?
“Redesigned using native components.”
I’ve been building native apps for ~12 years now, all the time having folks try to tell me web-based technologies will beat native. They continue to be wrong.
Everyone should have the opportunity to learn to code. As part of our Racial Equity and Justice Initiative, we’re proud to have launched the first U.S. Developer Academy in Detroit. Caps off to the creators and coders who are graduating today!
Can you believe the photo-realism of this portrait?! It took almost 40 hours to create and was made by Stefano, one of our talented team members in Italy, using iPad Pro with Procreate and Apple Pencil.
Swift 5.4.3 available on https://t.co/sxUR2jFz06 for Xcode, Ubuntu 16.04/18.04/20.04, CentOS 7, CentOS 8, Amazon Linux 2 and Windows! Docker images will be available soon for Linux platforms!