BioReasonCell / README.md
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dataset_info:
  - config_name: Joung-diff-celltype-reserve-engineering-languageQA
    features:
      - name: question
        dtype: string
      - name: answer
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      - name: cell_line
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  - config_name: Joung-differentiated-pathway-activity-DE-languageQA
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      - name: question
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      - name: cell_type
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  - config_name: Joung-differentiated-pathway-activity-DE-languageQA-
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  - config_name: Joung-predict-mapped-cell-type-languageQA
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      - name: question
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      - name: TF_gene
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      - name: differentiated_cell_file
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  - config_name: Joung_TF_deg_vs_ctl_languageQA
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  - config_name: LINCS-languageQA
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      - name: cmap_name
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      - name: sig_id
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      - name: gene
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  - config_name: PROGENy-pathways-languageQA
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      - name: top_n
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      - name: genes
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      - name: direction
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      - name: gene1
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      - name: more_important
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  - config_name: Tahoe100M-de-language-six-celllines
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  - config_name: Xaira-cell-cycle-languageQA
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  - config_name: Xaira-cell-line-origin-languageQA
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  - config_name: Xaira-tissue-origin-languageQA
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  - config_name: bioreason-MSigDB-languageQA
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  - config_name: celltypist_qa
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      - name: tissue_markers_to_celltype
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  - config_name: cellxgene-celltype-given-marker-genes
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  - config_name: cellxgene-celltype-pathway-activity-DE-languageQA
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  - config_name: cellxgene-celltypeannotation_c2sformat
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  - config_name: cellxgene-disease-pathway-activity-DE-languageQA
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  - config_name: cellxgene-disease-state-prediction
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  - config_name: cellxgene-gene-regulation-disease-vs-normal
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  - config_name: cellxgene-tissue-given-marker-genes
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  - config_name: collectri-regulon-languageQA
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  - config_name: depmap-integrative-languageQA
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  - config_name: msigdb-geneset-catalog
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  - config_name: panglaodb_qa_markers_to_celltype
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  - config_name: panglaodb_qa_species_organ_markers_to_celltype
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  - config_name: pathways
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  - config_name: perturbQA-DE-Vision-languageQA
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  - config_name: perturbqa_gse_gene_qa
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  - config_name: perturbqa_gse_pert_qa
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  - config_name: perturbqa_pert_de_qa
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  - config_name: perturbqa_pert_de_qa_train_test_split
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  - config_name: perturbqa_pert_dir_qa
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  - config_name: perturbqa_pert_dir_qa_train_test_split
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  - config_name: reasoning-scBaseCount-differential-Vision
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      - name: train_classical_monocyte
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      - name: train_naive_thymus_derived_cd4_positive__alpha_beta_t_cell
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  - config_name: reasoning_nadig_replogle
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    download_size: 4896374
    dataset_size: 112525936
  - config_name: reasoning_nadig_replogle_SEPARATED_PATHWAYS
    features:
      - name: gene_target
        dtype: string
      - name: protein_target
        dtype: string
      - name: cell_type
        dtype: string
      - name: tissue_type
        dtype: string
      - name: pathway_name
        dtype: string
      - name: pathway_change
        dtype: string
      - name: pathway_score
        dtype: float64
      - name: experiment
        dtype: string
      - name: cell_file
        dtype: string
    splits:
      - name: train
        num_bytes: 282231252
        num_examples: 1122415
      - name: test
        num_bytes: 371936771
        num_examples: 1476786
    download_size: 28261190
    dataset_size: 654168023
configs:
  - config_name: Joung-diff-celltype-reserve-engineering-languageQA
    data_files:
      - split: train
        path: Joung-diff-celltype-reserve-engineering-languageQA/train-*
      - split: validation
        path: Joung-diff-celltype-reserve-engineering-languageQA/validation-*
      - split: test
        path: Joung-diff-celltype-reserve-engineering-languageQA/test-*
  - config_name: Joung-differentiated-pathway-activity-DE-languageQA
    data_files:
      - split: train
        path: Joung-differentiated-pathway-activity-DE-languageQA/train-*
      - split: validation
        path: Joung-differentiated-pathway-activity-DE-languageQA/validation-*
      - split: test
        path: Joung-differentiated-pathway-activity-DE-languageQA/test-*
  - config_name: Joung-differentiated-pathway-activity-DE-languageQA-
    data_files:
      - split: train
        path: Joung-differentiated-pathway-activity-DE-languageQA-/train-*
      - split: validation
        path: Joung-differentiated-pathway-activity-DE-languageQA-/validation-*
      - split: test
        path: Joung-differentiated-pathway-activity-DE-languageQA-/test-*
  - config_name: Joung-predict-mapped-cell-type-languageQA
    data_files:
      - split: train
        path: Joung-predict-mapped-cell-type-languageQA/train-*
      - split: validation
        path: Joung-predict-mapped-cell-type-languageQA/validation-*
      - split: test
        path: Joung-predict-mapped-cell-type-languageQA/test-*
  - config_name: Joung_TF_deg_vs_ctl_languageQA
    data_files:
      - split: train
        path: Joung_TF_deg_vs_ctl_languageQA/train-*
      - split: validation
        path: Joung_TF_deg_vs_ctl_languageQA/validation-*
      - split: test
        path: Joung_TF_deg_vs_ctl_languageQA/test-*
  - config_name: LINCS-languageQA
    data_files:
      - split: train
        path: LINCS-languageQA/train-*
      - split: validation
        path: LINCS-languageQA/validation-*
      - split: test
        path: LINCS-languageQA/test-*
  - config_name: PROGENy-pathways-languageQA
    data_files:
      - split: train
        path: PROGENy-pathways-languageQA/train-*
      - split: validation
        path: PROGENy-pathways-languageQA/validation-*
      - split: test
        path: PROGENy-pathways-languageQA/test-*
  - config_name: Tahoe100M-de-language-six-celllines
    data_files:
      - split: train
        path: Tahoe100M-de-language-six-celllines/train-*
      - split: validation
        path: Tahoe100M-de-language-six-celllines/validation-*
      - split: test
        path: Tahoe100M-de-language-six-celllines/test-*
  - config_name: Xaira-cell-cycle-languageQA
    data_files:
      - split: train
        path: Xaira-cell-cycle-languageQA/train-*
      - split: validation
        path: Xaira-cell-cycle-languageQA/validation-*
      - split: test
        path: Xaira-cell-cycle-languageQA/test-*
  - config_name: Xaira-cell-line-origin-languageQA
    data_files:
      - split: train
        path: Xaira-cell-line-origin-languageQA/train-*
      - split: validation
        path: Xaira-cell-line-origin-languageQA/validation-*
      - split: test
        path: Xaira-cell-line-origin-languageQA/test-*
  - config_name: Xaira-tissue-origin-languageQA
    data_files:
      - split: train
        path: Xaira-tissue-origin-languageQA/train-*
      - split: validation
        path: Xaira-tissue-origin-languageQA/validation-*
      - split: test
        path: Xaira-tissue-origin-languageQA/test-*
  - config_name: bioreason-MSigDB-languageQA
    data_files:
      - split: train
        path: bioreason-MSigDB-languageQA/train-*
      - split: validation
        path: bioreason-MSigDB-languageQA/validation-*
      - split: test
        path: bioreason-MSigDB-languageQA/test-*
  - config_name: celltypist_qa
    data_files:
      - split: markers_to_celltype
        path: celltypist_qa/markers_to_celltype-*
      - split: tissue_markers_to_celltype
        path: celltypist_qa/tissue_markers_to_celltype-*
  - config_name: cellxgene-celltype-given-marker-genes
    data_files:
      - split: train
        path: cellxgene-celltype-given-marker-genes/train-*
      - split: validation
        path: cellxgene-celltype-given-marker-genes/validation-*
      - split: test
        path: cellxgene-celltype-given-marker-genes/test-*
  - config_name: cellxgene-celltype-pathway-activity-DE-languageQA
    data_files:
      - split: train
        path: cellxgene-celltype-pathway-activity-DE-languageQA/train-*
      - split: validation
        path: cellxgene-celltype-pathway-activity-DE-languageQA/validation-*
      - split: test
        path: cellxgene-celltype-pathway-activity-DE-languageQA/test-*
  - config_name: cellxgene-celltypeannotation_c2sformat
    data_files:
      - split: train
        path: cellxgene-celltypeannotation_c2sformat/train-*
      - split: validation
        path: cellxgene-celltypeannotation_c2sformat/validation-*
      - split: test
        path: cellxgene-celltypeannotation_c2sformat/test-*
  - config_name: cellxgene-disease-pathway-activity-DE-languageQA
    data_files:
      - split: train
        path: cellxgene-disease-pathway-activity-DE-languageQA/train-*
      - split: validation
        path: cellxgene-disease-pathway-activity-DE-languageQA/validation-*
      - split: test
        path: cellxgene-disease-pathway-activity-DE-languageQA/test-*
  - config_name: cellxgene-disease-state-prediction
    data_files:
      - split: train
        path: cellxgene-disease-state-prediction/train-*
      - split: validation
        path: cellxgene-disease-state-prediction/validation-*
      - split: test
        path: cellxgene-disease-state-prediction/test-*
  - config_name: cellxgene-gene-regulation-disease-vs-normal
    data_files:
      - split: train
        path: cellxgene-gene-regulation-disease-vs-normal/train-*
      - split: validation
        path: cellxgene-gene-regulation-disease-vs-normal/validation-*
      - split: test
        path: cellxgene-gene-regulation-disease-vs-normal/test-*
  - config_name: cellxgene-tissue-given-marker-genes
    data_files:
      - split: train
        path: cellxgene-tissue-given-marker-genes/train-*
      - split: validation
        path: cellxgene-tissue-given-marker-genes/validation-*
      - split: test
        path: cellxgene-tissue-given-marker-genes/test-*
  - config_name: collectri-regulon-languageQA
    data_files:
      - split: train
        path: collectri-regulon-languageQA/train-*
      - split: validation
        path: collectri-regulon-languageQA/validation-*
      - split: test
        path: collectri-regulon-languageQA/test-*
  - config_name: depmap-integrative-languageQA
    data_files:
      - split: train
        path: depmap-integrative-languageQA/train-*
      - split: validation
        path: depmap-integrative-languageQA/validation-*
      - split: test
        path: depmap-integrative-languageQA/test-*
  - config_name: msigdb-geneset-catalog
    data_files:
      - split: train
        path: msigdb-geneset-catalog/train-*
  - config_name: panglaodb_qa_markers_to_celltype
    data_files:
      - split: train
        path: panglaodb_qa_markers_to_celltype/train-*
  - config_name: panglaodb_qa_species_organ_markers_to_celltype
    data_files:
      - split: train
        path: panglaodb_qa_species_organ_markers_to_celltype/train-*
  - config_name: pathways
    data_files:
      - split: pathways
        path: pathways/pathways-*
  - config_name: perturbQA-DE-Vision-languageQA
    data_files:
      - split: train
        path: perturbQA-DE-Vision-languageQA/train-*
      - split: validation
        path: perturbQA-DE-Vision-languageQA/validation-*
      - split: test
        path: perturbQA-DE-Vision-languageQA/test-*
  - config_name: perturbqa_gse_gene_qa
    data_files:
      - split: train
        path: perturbqa_gse_gene_qa/train-*
      - split: validation
        path: perturbqa_gse_gene_qa/validation-*
      - split: test
        path: perturbqa_gse_gene_qa/test-*
  - config_name: perturbqa_gse_pert_qa
    data_files:
      - split: train
        path: perturbqa_gse_pert_qa/train-*
      - split: validation
        path: perturbqa_gse_pert_qa/validation-*
      - split: test
        path: perturbqa_gse_pert_qa/test-*
  - config_name: perturbqa_pert_de_qa
    data_files:
      - split: train
        path: perturbqa_pert_de_qa/train-*
      - split: validation
        path: perturbqa_pert_de_qa/validation-*
      - split: test
        path: perturbqa_pert_de_qa/test-*
  - config_name: perturbqa_pert_de_qa_train_test_split
    data_files:
      - split: train
        path: perturbqa_pert_de_qa_train_test_split/train-*
      - split: test
        path: perturbqa_pert_de_qa_train_test_split/test-*
      - split: validation
        path: perturbqa_pert_de_qa_train_test_split/validation-*
  - config_name: perturbqa_pert_dir_qa
    data_files:
      - split: train
        path: perturbqa_pert_dir_qa/train-*
      - split: validation
        path: perturbqa_pert_dir_qa/validation-*
      - split: test
        path: perturbqa_pert_dir_qa/test-*
  - config_name: perturbqa_pert_dir_qa_train_test_split
    data_files:
      - split: train
        path: perturbqa_pert_dir_qa_train_test_split/train-*
      - split: test
        path: perturbqa_pert_dir_qa_train_test_split/test-*
      - split: validation
        path: perturbqa_pert_dir_qa_train_test_split/validation-*
  - config_name: reasoning-scBaseCount-differential-Vision
    data_files:
      - split: train_t_cell
        path: reasoning-scBaseCount-differential-Vision/train_t_cell-*
      - split: validation_t_cell
        path: reasoning-scBaseCount-differential-Vision/validation_t_cell-*
      - split: test_t_cell
        path: reasoning-scBaseCount-differential-Vision/test_t_cell-*
      - split: train_basal_cell
        path: reasoning-scBaseCount-differential-Vision/train_basal_cell-*
      - split: train_erythrocyte
        path: reasoning-scBaseCount-differential-Vision/train_erythrocyte-*
      - split: validation_basal_cell
        path: reasoning-scBaseCount-differential-Vision/validation_basal_cell-*
      - split: test_basal_cell
        path: reasoning-scBaseCount-differential-Vision/test_basal_cell-*
      - split: train_endothelial_cell
        path: reasoning-scBaseCount-differential-Vision/train_endothelial_cell-*
      - split: validation_endothelial_cell
        path: >-
          reasoning-scBaseCount-differential-Vision/validation_endothelial_cell-*
      - split: train_classical_monocyte
        path: reasoning-scBaseCount-differential-Vision/train_classical_monocyte-*
      - split: test_endothelial_cell
        path: reasoning-scBaseCount-differential-Vision/test_endothelial_cell-*
      - split: validation_classical_monocyte
        path: >-
          reasoning-scBaseCount-differential-Vision/validation_classical_monocyte-*
      - split: test_classical_monocyte
        path: reasoning-scBaseCount-differential-Vision/test_classical_monocyte-*
      - split: train_luminal_epithelial_cell_of_mammary_gland
        path: >-
          reasoning-scBaseCount-differential-Vision/train_luminal_epithelial_cell_of_mammary_gland-*
      - split: train_neutrophil
        path: reasoning-scBaseCount-differential-Vision/train_neutrophil-*
      - split: validation_luminal_epithelial_cell_of_mammary_gland
        path: >-
          reasoning-scBaseCount-differential-Vision/validation_luminal_epithelial_cell_of_mammary_gland-*
      - split: validation_neutrophil
        path: reasoning-scBaseCount-differential-Vision/validation_neutrophil-*
      - split: test_neutrophil
        path: reasoning-scBaseCount-differential-Vision/test_neutrophil-*
      - split: test_luminal_epithelial_cell_of_mammary_gland
        path: >-
          reasoning-scBaseCount-differential-Vision/test_luminal_epithelial_cell_of_mammary_gland-*
      - split: train_natural_killer_cell
        path: reasoning-scBaseCount-differential-Vision/train_natural_killer_cell-*
      - split: validation_natural_killer_cell
        path: >-
          reasoning-scBaseCount-differential-Vision/validation_natural_killer_cell-*
      - split: test_natural_killer_cell
        path: reasoning-scBaseCount-differential-Vision/test_natural_killer_cell-*
      - split: train_smooth_muscle_cell
        path: reasoning-scBaseCount-differential-Vision/train_smooth_muscle_cell-*
      - split: validation_smooth_muscle_cell
        path: >-
          reasoning-scBaseCount-differential-Vision/validation_smooth_muscle_cell-*
      - split: test_smooth_muscle_cell
        path: reasoning-scBaseCount-differential-Vision/test_smooth_muscle_cell-*
      - split: train_naive_thymus_derived_cd4_positive__alpha_beta_t_cell
        path: >-
          reasoning-scBaseCount-differential-Vision/train_naive_thymus_derived_cd4_positive__alpha_beta_t_cell-*
      - split: validation_naive_thymus_derived_cd4_positive__alpha_beta_t_cell
        path: >-
          reasoning-scBaseCount-differential-Vision/validation_naive_thymus_derived_cd4_positive__alpha_beta_t_cell-*
      - split: test_naive_thymus_derived_cd4_positive__alpha_beta_t_cell
        path: >-
          reasoning-scBaseCount-differential-Vision/test_naive_thymus_derived_cd4_positive__alpha_beta_t_cell-*
      - split: train_plasma_cell
        path: reasoning-scBaseCount-differential-Vision/train_plasma_cell-*
      - split: validation_plasma_cell
        path: reasoning-scBaseCount-differential-Vision/validation_plasma_cell-*
      - split: test_plasma_cell
        path: reasoning-scBaseCount-differential-Vision/test_plasma_cell-*
  - config_name: reasoning_nadig_replogle
    data_files:
      - split: train
        path: reasoning_nadig_replogle/train-*
      - split: test
        path: reasoning_nadig_replogle/test-*
  - config_name: reasoning_nadig_replogle_SEPARATED_PATHWAYS
    data_files:
      - split: train
        path: reasoning_nadig_replogle_SEPARATED_PATHWAYS/train-*
      - split: test
        path: reasoning_nadig_replogle_SEPARATED_PATHWAYS/test-*