tianshou
tianshou copied to clipboard
thu-ml
Please consider Hydra
Hi @thu-ml. tianshou looks awesome.
I am the author of Hydra. I think you should definitely check it out. It can probably make your life much easier when dealing with the configuration/command line complexity. It also supports many other relevant things out of the box (launching remotely, parameter sweeps, hyper parameter optimizations and more).
This is a good intro blog post. If you check it out, be sure to read the docs for 1.0 which is right around the corner (there is already a release candidate out).
A trivia detail: the origin of Hydra is in an internal model based RL framework I built at FAIR.
Wow, that's great! Sure, we will consider to provide some example scripts using Hydra. Thanks for your sharing!
Awesome! Taking full advantage of Hydra would probably involve more than just examples (an example is that argparse does not support hierarchical config with dynamic structure (decided at run time)), even a few examples would go a long way though. Feel free to jump into the Hydra chat if you have any questions!