hydra-slayer 0.1.1

A framework for elegantly configuring complex applications

Hydra Slayer

Hydra Slayer is a 4th level spell in the School of Fire Magic. Depending of the level of expertise in fire magic, slayer spell increases attack of target troop by 8 against behemoths, dragons, hydras, and other creatures.

What is more, it also allows configuring of complex applications just by config and few lines of code.

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Installation

Using pip you can easily install the latest release version PyPI:

pip install hydra-slayer

Example

dataset:
  _target_: torchvision.datasets.CIFAR100
  root: ./data
  train: false
  download: true

import hydra_slayer
import yaml

registry = hydra_slayer.Registry()
with open("dataset.yaml") as stream:
    raw_config = yaml.safe_load(stream)

config = registry.get_from_params(**raw_config)
config["dataset"]
# Dataset CIFAR100
#     Number of datapoints: 10000
#     Root location: ./data
#     Split: Test
#     StandardTransform

Please check documentation for more examples.

Documentation

Full documentation for the project is available at https://catalyst-team.github.io/hydra-slayer

Communication

• GitHub Issues: Bug reports, feature requests, install issues, RFCs, thoughts, etc.
• Slack: The Catalyst Slack hosts a primary audience of moderate to experienced Hydra-Slayer (and Catalyst) users and developers for general chat, online discussions, collaboration, etc.
• Email: Feel free to use [e-mail] as an additional channel for feedback.

Citation

Please use this bibtex if you want to cite this repository in your publications:

@misc{catalyst,
    author = {Sergey Kolesnikov and Yauheni Kachan},
    title = {Hydra-Slayer},
    year = {2021},
    publisher = {GitHub},
    journal = {GitHub repository},
    howpublished = {\url{https://github.com/catalyst-team/hydra-slayer}},
}