Hydra Python Packages

hya

A library of custom OmegaConf resolvers

ccflow

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

hyfi

Hydra Fast Interface (Hydra and Pydantic based interface framework)

hydraflow

Integrate Hydra and MLflow to manage and track machine learning experiments

rl4co

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

pytorch-segmentation-models-trainer

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

hydra-callbacks

A collection of usefull hydra callbacks

airflow-config

Airflow utilities for configuration of many DAGs and DAG environments

lightning-transformers

Flexible components pairing 🤗 Transformers with :zap: Pytorch Lightning

hydra-experiment-sweeper

A hydra sweeper with configurable overrides for reproducible experiments

quadra

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

librair

retrieve data from library catalogs

moai-mdk

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

heracless

Type-safe YAML config manager for Python with auto-generated stub files and IDE autocompletion support

hydra-modal-launcher

Hydra launcher plugin that runs jobs on Modal, with config-driven sandbox customisation.

textconf

Jinja2-based text generation from configuration objects

ndn-hydra

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

dlhpcstarter

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

hydra-structlog

An opinionated hydra plugin to configure logging with structlog

anomalib-orobix

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

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

fseval

Benchmarking framework for Feature Selection and Feature Ranking algorithms 🚀

zenith-nlp-framework

An advanced, from-scratch NLP framework for training and deploying modern transformer models.

robustness-framework

An efficient framework for establishing a baseline for standard and adversarial machine learning training projects