Awesome work from Jim Bohnslav: classifying animal behaviors automatically using a sophisticated pipeline. Jim used Hydra to to implement his research (along with some other great tools).

Congrats to the NVIDIA NeMo team for the 1.0.0 release candidate! Really excited to see NeMo embracing Hydra as the way to take control over the configuration madness that is machine learning! :)

Fascinating talk about accelerating the design of faster sail-boats using reinforcement learning. They use Hydra among other good tools to pull this off. slideslive.com/38942310/makin… h/t Nathan Lambert for sharing.

Hydra crossed 400 public dependent repositories (4 months after hitting 200).

Awesome to see Hydra becoming an important part of the AI stack at Facebook.

Hydra and OmegaConf featured in the top 10 Python libraries of 2020 by Tryolabs! "A must for doing configuration management in the 21st century!"

We are adding a Ray (ray) Launcher to Hydra's Launcher family! With the new Launcher, you can launch your applications to an AWS or local Ray cluster. Please check out the blog post: hydra.cc/blog/2020/12/2…

ML Best practices 101.

You can configure and Scale ML with Hydra and Ray on AWS or local Ray clusters. Blog Post: medium.com/distributed-co…

A great blog post by Sam’s Cub, showcasing how he is deploying his research code with Hydra, Ray and Docker.

Join us on the PyTorch Ecosystem Day on April 21, 2021 and learn more about how Hydra helps simplify your code and workflow! In addition to poster sessions, we will also host a breakout room on 9:50AM- 10:30AM PST! Register: pytorchecosystemday.fbreg.com #PTED21

1 Million downloads: check. pepy.tech/project/hydra-….*

Check out the blog post by Syed Tousif Ahmed: He is using Hydra to compose a config for Vivado- a hardware design tool - instead of having to manually draw in the GUI or write XML configs. reconfig.dev/yaml-based-viv… Exciting to see Hydra used in the Hardware design space.

Lightning-transformers is an awesome new library from the folks at Grid.ai combining Hydra, Hugging Face's transformers and ⚡New Handle: @LightningAI ⚡ to form a super flexible transformers framework.

Hydra reached 800 dependent repositories, continuing the trend of doubling every 4 months.

Hydra 1.1 first release candidate is out! - OmegaConf 2.1 (relative and nested interpolation) - Every config can now have a Defaults List. - Recursive object instantiation Check out the release notes: github.com/facebookresear…

Awesome Hydra tutorial from Simone Scardapane, check it out touching some of the new goodies in the upcoming Hydra 1.1.

100 -> 200 -> 400 -> 800 -> 1600. Every 4 months, like an exponential clock.

Hydra 1.2 is released! - Improved support for multirun, experiment management, and reproducing runs - Improved instantiate API - More typing support via OmegaConf 2.2 and more! Please check out the post here to learn more: hydra.cc/blog/2022/05/1…