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# HDMF-ML - an HDMF schema for machine learning workflows | ||
# HDMF-AI - an HDMF schema and API for AI/ML workflows | ||
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![Endurable Schema](schema.png) | ||
![Schema](schema.png) |
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# minimum versions of package dependencies for installing HDMF-ML, used in testing | ||
# minimum versions of package dependencies for installing HDMF-AI, used in testing | ||
hdmf==3.5.1 | ||
numpy==1.21 | ||
scikit-learn==1.0 |
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# pinned dependencies to reproduce an entire development environment to use HDMF-ML | ||
# pinned dependencies to reproduce an entire development environment to use HDMF-AI | ||
hdmf==3.13.0 | ||
numpy==1.26.4 | ||
scikit-learn==1.4.0 |
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namespaces: | ||
- name: hdmf-ai | ||
doc: An extension to HDMF for storing results of AI/ML algorithms | ||
author: | ||
- Ryan Ly | ||
- Andrew Tritt | ||
contact: | ||
- rly@lbl.gov | ||
- ajtritt@lbl.gov | ||
full_name: HDMF AI | ||
schema: | ||
- namespace: hdmf-common | ||
- namespace: hdmf-experimental | ||
- doc: Structures for storing AI/ML data in a tabular fashion | ||
source: results_table.yaml | ||
title: Types for results table and specialized columns | ||
version: 1.0.0 |
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