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SPAVA

Studying SPAtial PAtterns of VAriations with VAriationals Autoencoders.

Envs

name type
Setup env on demand
Setup env on demand

Tests

name type
Run tests short on demand
Run tests on demand

Analyses

IMC Jackson-Fischer dataset

name type
Preprocess on demand
Tiler on demand (no Juptyer)
Graphs on demand
Loaders on demand
Train expression VAE no workflow
Analyze expression VAE on demand
Train image expression VAE no workflow
Analyze image expression VAE on demand
Train image expression PCA VAE no workflow
Analyze image expression PCA VAE on demand
Train image expression conv VAE no workflow
Analyze image expression conv VAE on demand

IMC Jeongbin dataset

name type
Preprocess on demand

Visium mouse brain dataset

name type
Preprocess on demand
Tiler 32 on demand
Tiler 64 on demand
Graphs on demand
Loaders on demand
Train expression VAE no workflow
Analyze expression VAE on demand
Train image expression conv VAE 32 no workflow
Analyze image expression conv VAE 32 on demand
Train image expression conv VAE 64 no workflow
Analyze image expression conv VAE 64 on demand

Visium endometrium dataset

name type
Preprocess on demand
Tiler 32 on demand
Tiler large on demand
Loaders on demand

scvi

name type
IMC scvi on demand (model trained manually)
Visium mousebrain scvi on demand (model trained manually)

Visium endometrium dataset

name type

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