metadata

license: cc-by-4.0
library_name: scvi-tools
tags:
  - biology
  - genomics
  - single-cell
  - model_cls_name:SCVI
  - scvi_version:1.0.4
  - anndata_version:0.9.1
  - modality:rna
  - annotated:True

Description

mmColon_single_cell_85K.mouse.h5ad

Model properties

Many model properties are in the model tags. Some more are listed below.

model_init_params:

{
    "n_hidden": 128,
    "n_latent": 10,
    "n_layers": 1,
    "dropout_rate": 0.1,
    "dispersion": "gene",
    "gene_likelihood": "nb",
    "latent_distribution": "normal"
}

model_setup_anndata_args:

{
    "layer": null,
    "batch_key": null,
    "labels_key": null,
    "size_factor_key": "total_counts",
    "categorical_covariate_keys": null,
    "continuous_covariate_keys": null
}

Training curve:

Embedding plots:

model_summary_stats:

[1m [0m[1m Summary Stat Key [0m[1m [0m	[1m [0m[1mValue[0m[1m [0m
[94m [0m[94m n_batch [0m[94m [0m	[35m [0m[35m 1 [0m[35m [0m
[94m [0m[94m n_cells [0m[94m [0m	[35m [0m[35m84612[0m[35m [0m
[94m [0m[94mn_extra_categorical_covs[0m[94m [0m	[35m [0m[35m 0 [0m[35m [0m
[94m [0m[94mn_extra_continuous_covs [0m[94m [0m	[35m [0m[35m 0 [0m[35m [0m
[94m [0m[94m n_labels [0m[94m [0m	[35m [0m[35m 1 [0m[35m [0m
[94m [0m[94m n_latent_qzm [0m[94m [0m	[35m [0m[35m 10 [0m[35m [0m
[94m [0m[94m n_latent_qzv [0m[94m [0m	[35m [0m[35m 10 [0m[35m [0m
[94m [0m[94m n_vars [0m[94m [0m	[35m [0m[35m18416[0m[35m [0m

model_data_registry:

[1m [0m[1m Registry Key [0m[1m [0m	[1m [0m[1m scvi-tools Location [0m[1m [0m
[94m [0m[94m X [0m[94m [0m	[35m [0m[35m adata.X [0m[35m [0m
[94m [0m[94m batch [0m[94m [0m	[35m [0m[35m adata.obs['_scvi_batch'] [0m[35m [0m
[94m [0m[94m labels [0m[94m [0m	[35m [0m[35m adata.obs['_scvi_labels'] [0m[35m [0m
[94m [0m[94m latent_qzm [0m[94m [0m	[35m [0m[35m adata.obsm['_scvi_latent_qzm'] [0m[35m [0m
[94m [0m[94m latent_qzv [0m[94m [0m	[35m [0m[35m adata.obsm['_scvi_latent_qzv'] [0m[35m [0m
[94m [0m[94m minify_type [0m[94m [0m	[35m [0m[35madata.uns['_scvi_adata_minify_type'][0m[35m [0m
[94m [0m[94mobserved_lib_size[0m[94m [0m	[35m [0m[35madata.obs['_scvi_observed_lib_size'][0m[35m [0m
[94m [0m[94m size_factor [0m[94m [0m	[35m [0m[35m adata.obs['total_counts'] [0m[35m [0m

model_parent_module: scvi.model

data_is_minified: True

Training data

This is an optional link to where the training data is stored if it is too large to host on the huggingface Model hub.

Training data url: N/A

Training code

This is an optional link to the code used to train the model.

Training code url: N/A

References

10.6084/m9.figshare.24670038.v1