GitHub eugeneyan ml design docs Design doc template examples for
A template for design docs for machine learning systems based on this post Note This template is a guideline checklist and is not meant to be exhaustive The intent of the design doc is to help you think better about the problem and design and get feedback Adopt whichever sections and add new sections to meet this goal
Good documentation for Machine Learning A Guide Medium, Jul 22 2022 1 Join 31K AI People keeping in touch with the most important ideas in Machine Learning through my free newsletter over here If you re reading this you don t need to be sold
15 Data Science Documentation Best Practices
Use this information to guide the design of potential follow up experiments and project work 10 Document the algorithms As part of your data science model documentation you should document the algorithms used A great practice is to also include techniques that you attempted but decided not to use
Model Card Guidebook Hugging Face, 1 An updated Model Card template released in the huggingface hub library drawing together Model Card work in academia and throughout the industry 2 An Annotated Model Card Template which details how to fill the card out
Design documents for ML models Medium
Design documents for ML models Medium, Design documents for ML models Olexiy Oryeshko Follow Published in People ai Engineering 6 min read May 8 2020 1 Intro When you are a machine learning practitioner it is easy to overlook
Technical Documentation Template 10 Printable PDF And Word
Model Cards Hugging Face
Model Cards Hugging Face A plethora of documentation tools and templates for data models and ML systems have been proposed and developed reflecting the incredible work of hundreds of researchers impacted community members advocates and other stakeholders
Testing And Monitoring Machine Learning Model Deployments By
MODEL AND METHOD FOCUSED DOCUMENTATION TOOLS Another set of documentation tools can be thought of as focusing on machine learning models and machine learning methods These include Mitchell et al 2018 propose model cards for model reporting to accompany trained ML models and document issues related to evaluation use and other issues THE LANDSCAPE OF ML DOCUMENTATION TOOLS Hugging Face. Machine learning Model Document Generator Model Document Generator You can use the Model Document Generator to create documentation associated with any trained model It will generate a Microsoft Word docx file that provide information regarding What the model does How the model was built algorithms features processing Jun 11 A quick blueprint for effective ML System Design T he ML system design template provides a structured framework for designing and building machine learning systems It outlines the
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