Discovering Novel Algorithms With AlphaTensor
tl;dr: "In our paper, we introduce AlphaTensor, the first artificial intelligence (AI) system for discovering novel, efficient, and provably correct algorithms for fundamental tasks such as matrix multiplication. This sheds light on a 50-year-old open question in mathematics about finding the fastest way to multiply two matrices"featured in #357
Accelerating TensorFlow Performance On Mac
- Fred Alcober tl;dr: "TensorFlow users on Intel Macs or Macs powered by Apple’s new M1 chip can now take advantage of accelerated training using Apple’s Mac-optimized version of TensorFlow 2.4 and the new ML Compute framework."featured in #217
Bringing The Mona Lisa Effect To Life With TensorFlow.js
- Emily Xie tl;dr: Emily uses TensorFlow.js, deep learning, and image processing techniques to animate the Mona Lisa.featured in #209
Face Detection Using JavaScript API - face-api.js
- Deepak Gupta tl;dr: Built on TensorFlow, this solves face detection, face recognition and face landmark detection, optimized for web and mobile devices.featured in #157
Introducing TensorFlow Datasets
tl;dr: Public datasets needed for machine learning have been released, formatted to be TensorFlow ready. Large datasets often come with their own formats, complexities and edge cases that require time-sucking developer time.featured in #132