{"repo":"Minyus/pipelinex","free":true,"listed":false,"github":"https://github.com/Minyus/pipelinex","clone":"git clone https://github.com/Minyus/pipelinex.git","description":"PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more","language":"Python","stars":228,"topics":["pipeline","experimentation","machine-learning","deep-learning","data-science","data-engineering"],"license":null,"category":"machine-learning","readme_excerpt":"PipelineX PipelineX: Python package to build ML pipelines for experimentation with Kedro, MLflow, and more PipelineX Overview PipelineX is a Python package to build ML pipelines for experimentation with Kedro, MLflow, and more PipelineX provides the following options which can be used independently or together. - HatchDict: Python in YAML/JSON HatchDict is a Python dict parser that enables you to include Python objects in YAML/JSON files. Note: HatchDict can be used with or without Kedro. - Flex-Kedro: Kedro plugin for flexible config - Flex-Kedro-Pipeline: Kedro plugin for quicker pipeline set up - Flex-Kedro-Context: Kedro plugin for YAML lovers - MLflow-on-Kedro: Kedro plugin for MLflow users MLflow-on-Kedro provides integration of Kedro with MLflow with Kedro DataSets and Hooks. Note: You do not need to install MLflow if you do not use. - Kedro-Extras: Kedro plugin to use various Python packages Kedro-Extras provides Kedro DataSets, decorators, and wrappers to use various Python packages such as: - - - - - - Note: You do not need to install Python packages you do not use. Please refer here to find out how PipelineX differs from other pipeline/workflow packages: Airflow, Luigi, Gokart, Metaflow, and Kedro. Install PipelineX [Option 1] Install from the PyPI [Option 2] Development install This is recommended only if you want to modify the source code of PipelineX. Optional dependency smoke checks Use tox 4.26.0 to run the optional dependency smoke suite locally and match the","default_branch":null,"files":null,"tree":[],"storefront":"/r/Minyus","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Minyus/pipelinex/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}