DANCE: a deep learning library and benchmark platform for single-cell analysis
Full Changelog: https://github.com/OmicsML/dance/compare/v1.0.0...v1.0.1
AnnDataTransform
interface by @RemyLau in https://github.com/OmicsML/dance/pull/106
celltypist
example; improve log msg by @RemyLau in https://github.com/OmicsML/dance/pull/142
BaseDataset
object with caching option by @RemyLau in https://github.com/OmicsML/dance/pull/151
BaseMethod
abstraction and refactor models by @RemyLau in https://github.com/OmicsML/dance/pull/163
graphsc
example scripts by @RemyLau in https://github.com/OmicsML/dance/pull/191
sctag
model -> BaseClusteringMethod
by @RemyLau in https://github.com/OmicsML/dance/pull/193
BaseClusteringMethod
object by @RemyLau in https://github.com/OmicsML/dance/pull/195
BaseClusteringMethod
class; create BasePretrain
mixin by @RemyLau in https://github.com/OmicsML/dance/pull/198
BaseClusteringMethod
and TorchNNPretrain
by @RemyLau in https://github.com/OmicsML/dance/pull/199
BaseClusteringMethod
and TorchNNPretrain
by @RemyLau in https://github.com/OmicsML/dance/pull/200
ClusteringDataset
to BaseDataset by @RemyLau in https://github.com/OmicsML/dance/pull/202
BaseClusteringMethod
by @RemyLau in https://github.com/OmicsML/dance/pull/170
Stagate
to BasePretrain
class; improve consistency by @RemyLau in https://github.com/OmicsML/dance/pull/204
CellTypeDeconvoDataset
to BaseDataset
class by @RemyLau in https://github.com/OmicsML/dance/pull/210
BaseRegressionMethod
by @RemyLau in https://github.com/OmicsML/dance/pull/215
DeepImput
& GraphSCI
imputation modules (dataset + transform) by @RemyLau in https://github.com/OmicsML/dance/pull/223
AVAILABLE_DATA
to list of strings or dicts by @RemyLau in https://github.com/OmicsML/dance/pull/285
DATASETS
-> AVAILABLE_DATA
by @RemyLau in https://github.com/OmicsML/dance/pull/295
gex2adt_subset
for modality prediction and matching tasks by @RemyLau in https://github.com/OmicsML/dance/pull/299
Full Changelog: https://github.com/OmicsML/dance/compare/v1.0.0rc0...v1.0.0