Skip to content

Releases: ArcInstitute/cell-load

v0.8.6

10 Dec 05:19
59d4594

Choose a tag to compare

defaults to using /var/feature if /var/_index is not available in anndata files

v0.8.5

21 Sep 22:35

Choose a tag to compare

see v0.8.4. hotfix to fix small bug

v0.8.4

21 Sep 21:58

Choose a tag to compare

enables training on all data (no test subset required)

leave toml arrays empty for this functionality

fix reversion in vcc

17 Sep 14:18

Choose a tag to compare

resolved by community user @bzrry, this fixes a reversion in the vcc notebook for the zeroshot setting: #64

allow embedding as output space

17 Sep 01:28
c8e1bff

Choose a tag to compare

this adds an 'embedding' option for data.kwargs.output_space. if set, the getitem call only yields embeddings and not counts. this is paired with a new option in state where users can train only on embedding spaces (no need to force a decoder to counts)

also fixes a bug with filter_on_target_knockdown

Enabling training on observational data

16 Sep 20:06
029d123

Choose a tag to compare

What's Changed

  • Fix indexing in batch map strategy by @fctb12 in #61
  • Speed up batch mapping by @fctb12 in #62
  • fix: Enable training on observational data for zero shot and few shot by @Rive-001 in #60

enables padded argument for cell-load train dataloader

10 Sep 15:31

Choose a tag to compare

this can be used to easily generate predictions on the training data with the predict binary

add cli

22 Aug 18:15
d96d1ab

Choose a tag to compare

1/ exposes filter on target knockdown as something that can be run as:

uvx -q --from git+https://github.com/ArcInstitute/cell-load.git@cli_run_uv filter_on_target_knockdown --help

reverted breaking change for csr for colab notebook

17 Jul 21:06
b6d7b39

Choose a tag to compare

Merge pull request #49 from dukesun99/patch-1

Fix CSR data types in _perturbation.py

properly cast all yielded tensors to torch.float32

16 Jul 02:01

Choose a tag to compare