COD temporal age distribution: what year is your training data from?

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What year is your training data from? The temporal footprint of the Crystallography Open Database
If you train a model on the Crystallography Open Database today, the inorganic structures in your training set have a mean deposition year of 1996. Half were deposited by 2000. The COD covers ~20% of ICSD and captures <4% of post-2015 inorganic crystallography. What does that mean for ML?

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COD temporal age distribution: what year is your training data from?

Overview

Data

COD temporal age distribution: what year is your training data from?

Overview

Attribution

Connections

Referenced by

Available for this file

Use vision capabilities to understand images

Create variations of an existing image

Generate 3D assets from a single 2D input image

Generate a short video from an image

Image-to-image generation for controlled variations of existing images or sketches

Convert an image to a different format

Compress an image

Attribution

Stats

Use vision capabilities to understand images

Create variations of an existing image

Generate 3D assets from a single 2D input image

Generate a short video from an image

Image-to-image generation for controlled variations of existing images or sketches

Convert an image to a different format

Compress an image

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Referenced by

Available for this file