Hydra Python Packages

hya

A library of custom OmegaConf resolvers

ccflow

ccflow is a collection of tools for workflow configuration, orchestration, and dependency injection

hydraflow

Integrate Hydra and MLflow to manage and track machine learning experiments

hyfi

HyFI: Hydra Fast Interface (Hydra and Pydantic based interface framework)

rl4co

A PyTorch library for all things Reinforcement Learning (RL) for Combinatorial Optimization (CO)

hydra-callbacks

A collection of usefull hydra callbacks

airflow-config

A Configuration System for Airflow

pytorch-segmentation-models-trainer

Framework to train semantic segmentation models on Pytorch using yaml config files

hydra-experiment-sweeper

A hydra sweeper with configurable overrides for reproducible experiments

quadra

Quadra: Effortless and reproducible deep learning workflows with configuration files.

moai-mdk

moai: Accelerated, Flexible, Modular, Reproducible, Insightful AI

librair

retrieve data from library catalogs

ndn-hydra

ndn-hydra: An NDN distributed repository with resiliency coded in python.

lightning-transformers

Flexible components pairing 🤗 Transformers with :zap: Pytorch Lightning

heracless

Yaml to Dataclass parser for Config files (Rust-powered for performance)

dlhpcstarter

pip install the deep learning & HPC starter pack to begin your project.

textconf

Jinja2-based text generation from configuration objects

l2hmc

Framework for training MCMC samplers for Lattice QCD

hydra-ml

A cloud-agnostic ML Platform that will enable Data Scientists to run multiple experiments, perform hyper parameter optimization, evaluate results and serve models (batch/realtime) while still maintaining a uniform development UX across cloud environments

anomalib-orobix

Orobix anomalib fork

fseval

Benchmarking framework for Feature Selection and Feature Ranking algorithms 🚀

hydra-client

DEPRECATED - Client library for ORY Hydra (OAuth2 and OpenID Connect provider)

robustness-framework

An efficient framework for establishing baselines in standard and adversarial machine learning training projects

hydra-slurm-rich-launcher

A rich, visual interface for easily starting and monitoring your Hydra applications on SLURM clusters