Joblib
popV
biology
genomics
single-cell
AnnData:0.12.2
scikit_learn:1.7.2
organism:Mus musculus
Python:3.12.8
popV:0.6.0
tissue: thymus
tissue: tongue
tissue: limb muscle
tissue: lung
tissue: bladder lumen
tissue: brain
tissue: spleen
tissue: kidney
tissue: bone marrow
tissue: mesenteric fat pad
tissue: heart
tissue: large intestine
tissue: mammary gland
tissue: liver
tissue: trachea
tissue: pancreas
tissue: subcutaneous adipose tissue
tissue: adipose tissue
tissue: aorta
tissue: skin of body
tissue: gonadal fat pad
tissue: brown adipose tissue
tissue: diaphragm
| { | |
| "popv_version": "0.6.0", | |
| "anndata_version": "0.12.2", | |
| "scikit_learn_version": "1.7.2", | |
| "setup_dict": { | |
| "ref_batch_key": "batch_key", | |
| "ref_labels_key": "popv_labels", | |
| "unknown_celltype_label": "unassigned" | |
| }, | |
| "prediction_keys": [ | |
| "popv_celltypist_prediction", | |
| "popv_knn_bbknn_prediction", | |
| "popv_knn_harmony_prediction", | |
| "popv_knn_on_scvi_prediction", | |
| "popv_onclass_prediction", | |
| "popv_scanvi_prediction", | |
| "popv_svm_prediction", | |
| "popv_xgboost_prediction" | |
| ], | |
| "method_kwargs": {}, | |
| "methods": [ | |
| "CELLTYPIST", | |
| "KNN_BBKNN", | |
| "KNN_HARMONY", | |
| "KNN_SCVI", | |
| "ONCLASS", | |
| "SCANVI_POPV", | |
| "Support_Vector", | |
| "XGboost" | |
| ], | |
| "cellxgene_url": "https://cellxgene.cziscience.com/e/f16a8f4d-bc97-43c5-a2f6-bbda952e4c5c.cxg/", | |
| "organism": "Mus musculus" | |
| } |