Top news of the week: 09.02.2021.
Research
Time Series Forecasting with Deep Learning and Attention Mechanism
An overview of the architecture and the implementation details of the most important Deep Learning algorithms for Time Series Forecasting.
Big Data for Justice
An open-access dataset of 80 million Indian legal case records
The rise of AI in Stanford’s CS curricula
During the 2010s, AI-related courses experienced large growth, both in terms of the number of courses and the number of students enrolling in these courses.
NetHack Learning Environment
The NetHack Learning Environment (NLE) is a Reinforcement Learning environment based on NetHack 3.6.6. It is designed to provide a standard reinforcement learning interface to the game, and ...
Microsoft Vision Model ResNet-50 combines web-scale data and multi-task learning to achieve state of the art
Microsoft researchers are publicly releasing Microsoft Vision Model ResNet-50, a pretrained vision model that sets state of the art by mean average score across 7 computer vision ...
Exploring hyperparameter meta-loss landscapes with Jax
An exploration into complex meta-loss landscapes with Jax.
MIT ML4H Clinical Mentor Signup
MIT course 6.871 Machine Learning for Healthcare (https://mlhcmit.github.io/) introduces students to machine learning in healthcare, including the nature of clinical data and the use of ...
Introducing Lightning Flash — Get Started with Deep Learning in a Flash
Flash is a collection of tasks for fast prototyping, baselining and finetuning for quick and scalable DL built on PyTorch Lightning.