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Browse files- FSMol/test-00000-of-00001.parquet +3 -0
- FSMol/train-00000-of-00001.parquet +3 -0
- FSMol/validation-00000-of-00001.parquet +3 -0
- README.md +16 -20
FSMol/test-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:479b7c872bc1c48201708b7ec5d3425a9405ed7590ee11f226525b18d253d4ea
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size 1536423
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FSMol/train-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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size 151978769
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FSMol/validation-00000-of-00001.parquet
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version https://git-lfs.github.com/spec/v1
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size 514774
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README.md
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pretty_name: FS-Mol
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size_categories:
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- 1M<n<10M
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dataset_summary: FSMol is a dataset curated from ChEMBL27 for small molecule activity
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It consists of 5,120 distinct assays and includes a total of 233,786
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journal={NeurIPS 2021 AI for Science Workshop},
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year={2021},
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url={https://www.microsoft.com/en-us/research/publication/fs-mol-a-few-shot-learning-dataset-of-molecules/}
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}
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configs:
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- config_name: FSMol
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data_files:
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features:
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- name: SMILES
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dtype: string
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- name:
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dtype: int64
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description: 'Binary classification (0/1)'
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- name: Assay_ID
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dtype: string
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- name: RegressionProperty
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dtype: string
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splits:
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- name: train
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num_bytes:
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num_examples:
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- name: test
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num_bytes:
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num_examples:
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- name: validation
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num_bytes:
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num_examples:
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download_size:
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dataset_size:
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---
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# FS-Mol
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pretty_name: FS-Mol
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size_categories:
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- 1M<n<10M
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dataset_summary: FSMol is a dataset curated from ChEMBL27 for small molecule activity
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prediction. It consists of 5,120 distinct assays and includes a total of 233,786
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unique compounds.
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citation: ' @article{stanley2021fs, title={FS-Mol: A Few-Shot Learning Dataset of
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Molecules}, author={Stanley, Matthew and Ramsundar, Bharath and Kearnes, Steven
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and Riley, Patrick}, journal={NeurIPS 2021 AI for Science Workshop}, year={2021},
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url={https://www.microsoft.com/en-us/research/publication/fs-mol-a-few-shot-learning-dataset-of-molecules/}
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} '
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configs:
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- config_name: FSMol
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data_files:
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features:
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- name: SMILES
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dtype: string
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- name: Y
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dtype: int64
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- name: Assay_ID
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dtype: string
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- name: RegressionProperty
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dtype: string
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splits:
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- name: train
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num_bytes: 490290719
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num_examples: 5026257
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- name: test
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num_bytes: 5347524
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num_examples: 56093
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- name: validation
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num_bytes: 1816208
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num_examples: 18990
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download_size: 154029966
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dataset_size: 497454451
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---
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# FS-Mol
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