{"repo":"graphbookai/graphbook","free":true,"listed":false,"github":"https://github.com/graphbookai/graphbook","clone":"git clone https://github.com/graphbookai/graphbook.git","description":"Visual AI development framework for training and inference of ML models, scaling pipelines, and automating workflows with Python","language":"Python","stars":48,"topics":["ai","data-science","framework","machine-learning","ml","pytorch","research","workflow","data-processing","data-processing-pipelines"],"license":"MIT","category":"machine-learning","readme_excerpt":"Graphbook The Framework for AI-driven Data Pipelines Report bug · Request feature Overview • Status • Getting Started • Examples • Collaboration Overview Graphbook is a framework for building efficient, interactive DAG-structured AI data pipelines or workflows composed of nodes written in Python. Graphbook provides common ML processing features such as multiprocessing IO and automatic batching for PyTorch tensors, and it features a web-based UI to assemble, monitor, and execute data processing workflows. It can be used to prepare training data for custom ML models, experiment with custom trained or off-the-shelf models, and to build ML-based ETL applications. Custom nodes can be built in Python, and Graphbook will behave like a framework and call lifecycle methods on those nodes. Try out the demo! Build, run, monitor! Applications Clean and curate custom large scale datasets Demo ML apps on Huggingface Spaces Build and deliver customizable no-code or hybrid low-code ML apps and services Quickly experiment with different ML models and adjust hyperparameters Maximize GPU utilization, parallelize IO, and scale across clusters Wrap your Ray DAGs with a frontend for end users Status Graphbook is in a very early stage of development, so expect minor bugs and rapid design changes through the coming releases. If you would like to report a bug or request a feature, please feel free to do so. We aim to make Graphbook serve our users in the best way possible. Current Features ​​Graph-ba","default_branch":null,"files":null,"tree":[],"storefront":"/r/graphbookai","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/graphbookai/graphbook/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."}