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--- |
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language: |
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- en |
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pretty_name: Matbench |
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tags: |
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- multi-task |
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- datasets |
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- pytorch |
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- tar |
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configs: |
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- config_name: default |
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data_files: |
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- split: matbench_dielectric |
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path: matbench_dielectric.tar.gz |
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- split: matbench_phonons |
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path: matbench_phonons.tar.gz |
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- split: matbench_perovskites |
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path: matbench_perovskites.tar.gz |
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- split: matbench_jdft2d |
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path: matbench_jdft2d.tar.gz |
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- split: matbench_log_gvrh |
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path: matbench_log_gvrh.tar.gz |
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- split: matbench_mp_e_form |
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path: matbench_mp_e_form.tar.gz |
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- split: matbench_log_kvrh |
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path: matbench_log_kvrh.tar.gz |
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- split: matbench_mp_is_metal |
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path: matbench_mp_is_metal.tar.gz |
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- split: matbench_mp_gap |
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path: matbench_mp_gap.tar.gz |
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--- |
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# matbench |
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This repository contains copy of the matbench dataset, a multi-task dataset for materials property prediction. |
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NOTE: not all tasks are uploaded here. This is an unfinished repo. |
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## Available tasks (splits) |
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- `matbench_dielectric` |
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- `matbench_phonons` |
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- `matbench_perovskites` |
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- `matbench_jdft2d` |
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- `matbench_log_gvrh` |
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- `matbench_mp_e_form` |
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- `matbench_log_kvrh` |
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- `matbench_mp_is_metal` |
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- `matbench_mp_gap` |
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Each `<task>.tar.gz` archive corresponds to a split named `<task>` and contains the original files |
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(e.g., `.pt` tensors and a `summary.json`) from the corresponding task directory. |
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the summary.json contains fold/split indexing. |
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## Loading with 🤗 Datasets |
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