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Datasets:
foundry-ml
/
semiconductor_defectlevels_v1-1

Tasks:
Tabular Regression
Tabular Classification
Modalities:
Tabular
Text
Formats:
parquet
Size:
1K - 10K
Tags:
materials-science
chemistry
foundry-ml
scientific-data
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
Community
blaiszik commited on
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  1. README.md +89 -0
  2. data/train-00000-of-00001.parquet +3 -0
README.md ADDED
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+ ---
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+ dataset_info:
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+ features:
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+ - name: host_material
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+ dtype: string
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+ - name: host_element_a
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+ dtype: string
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+ - name: host_element_b
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+ dtype: string
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+ - name: impurity
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+ dtype: string
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+ - name: removed_element
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+ dtype: string
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+ - name: site_type
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+ dtype: string
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+ - name: site
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+ - name: is_a_latt
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+ dtype: int64
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+ - name: is_interstitial
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+ dtype: int64
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+ - name: is_interstitial_a
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+ dtype: int64
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+ - name: is_interstitial_b
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+ dtype: int64
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+ - name: is_interstitial_n
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+ dtype: int64
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+ - name: M_Al
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+ dtype: int64
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+ - name: M_As
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+ dtype: int64
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+ - name: M_Cd
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+ dtype: int64
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+ - name: M_Ga
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+ dtype: int64
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+ - name: M_In
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+ dtype: int64
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+ - name: M_P
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+ dtype: int64
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+ - name: M_S
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+ dtype: int64
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+ - name: M_Sb
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+ dtype: int64
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+ - name: M_Se
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+ dtype: int64
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+ - name: M_Te
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+ dtype: int64
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+ - name: M_i_Cd_site
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+ dtype: int64
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+ - name: M_i_S_site
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+ dtype: int64
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+ - name: M_i_Se_site
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+ dtype: int64
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+ - name: M_i_Te_site
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+ dtype: int64
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+ - name: M_i_neut_site
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+ dtype: int64
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+ - name: charge_from
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+ dtype: int64
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+ - name: charge_to
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+ dtype: int64
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+ - name: host bandgap_[eV]
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+ dtype: float64
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+ - name: host lattice constant_[Ang.]
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+ dtype: float64
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+ - name: host_epsilon
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+ dtype: float64
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+ - name: ba_shift
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+ dtype: float64
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+ - name: mba_pbe
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+ dtype: float64
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+ - name: mba_pbe_gapfrac
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+ dtype: float64
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+ - name: pbe defect level (relative to VBM)_[eV]
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+ dtype: float64
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+ - name: hse defect level (relative to VBM)_[eV]
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+ dtype: float64
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+ splits:
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+ - name: train
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+ num_bytes: 846492
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+ num_examples: 2910
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+ download_size: 102805
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+ dataset_size: 846492
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+ configs:
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+ - config_name: default
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+ data_files:
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+ - split: train
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+ path: data/train-*
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+ ---
data/train-00000-of-00001.parquet ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:74a7851ca0a1d435ac8c2a778115ea0f5906c412514cc7f98e62843c8285a4da
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+ size 102805