From 859cc1eeaf37ed981a39503d305c97d207df5a28 Mon Sep 17 00:00:00 2001 From: Ori Kronfeld Date: Sun, 2 Mar 2025 15:25:43 +0200 Subject: [PATCH] docs: update sysvi docs and images (#3225) @Hrovatin --------- Co-authored-by: pre-commit-ci[bot] <66853113+pre-commit-ci[bot]@users.noreply.github.com> --- CHANGELOG.md | 3 +- LICENSE | 5 +- README.md | 10 +- .../models/figures/sysvi_cycleconsistency.png | Bin 0 -> 44365 bytes .../models/figures/sysvi_vampprior.png | Bin 0 -> 79093 bytes docs/user_guide/models/sysvi.md | 147 +++++++++++++++++- src/scvi/model/base/__init__.py | 2 +- src/scvi/model/base/_training_mixin.py | 9 +- src/scvi/train/__init__.py | 9 +- src/scvi/train/_callbacks.py | 2 + 10 files changed, 168 insertions(+), 19 deletions(-) create mode 100644 docs/user_guide/models/figures/sysvi_cycleconsistency.png create mode 100644 docs/user_guide/models/figures/sysvi_vampprior.png diff --git a/CHANGELOG.md b/CHANGELOG.md index 2fde65420c..7abb10f97f 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -22,7 +22,8 @@ to [Semantic Versioning]. Full commit history is available in the {class}`~scvi.external.CellAssign` and {class}`~scvi.external.GIMVI`. {pr}`3121`. - Add {class}`scvi.external.RESOLVI` for bias correction in single-cell resolved spatial transcriptomics {pr}`3144`. -- Add semisupervised training mixin class {class}`scvi.model.base.SemisupervisedTrainingMixin` {pr}`3164`. +- Add semisupervised training mixin class + {class}`scvi.model.base.SemisupervisedTrainingMixin`. {pr}`3164`. - Add scib-metrics support for {class}`scvi.autotune.AutotuneExperiment` and {class}`scvi.train._callbacks.ScibCallback` for autotune for scib metrics {pr}`3168`. - Add Support of dask arrays in AnnTorchDataset. {pr}`3193`. diff --git a/LICENSE b/LICENSE index b7af094f79..6042364f48 100644 --- a/LICENSE +++ b/LICENSE @@ -1,7 +1,8 @@ BSD 3-Clause License -Copyright (c) 2024, Adam Gayoso, Romain Lopez, Martin Kim, Pierre Boyeau, Nir Yosef -Copyright (c) 2025, scverse® +Copyright (c) 2025, The scvi-tools development team + +All rights reserved. Redistribution and use in source and binary forms, with or without modification, are permitted provided that the following conditions are met: diff --git a/README.md b/README.md index f9a413ef83..ff21e88ba6 100644 --- a/README.md +++ b/README.md @@ -97,10 +97,12 @@ You can cite the scverse publication as follows: > > _Nature Biotechnology_ 2023 Apr 10. doi: [10.1038/s41587-023-01733-8](https://doi.org/10.1038/s41587-023-01733-8). -[//]: # (numfocus-fiscal-sponsor-attribution) +scvi-tools is part of the scverse® project ([website](https://scverse.org), +[governance](https://scverse.org/about/roles)) and is fiscally sponsored by [NumFOCUS](https://numfocus.org/). -scvi-tools is part of the scverse® project ([website](https://scverse.org), [governance](https://scverse.org/about/roles)) and is fiscally sponsored by [NumFOCUS](https://numfocus.org/). -If you like scverse® and want to support our mission, please consider making a tax-deductible [donation](https://numfocus.org/donate-to-scverse) to help the project pay for developer time, professional services, travel, workshops, and a variety of other needs. +If you like scverse® and want to support our mission, please consider making a tax-deductible +[donation](https://numfocus.org/donate-to-scverse) to help the project pay for developer time, +professional services, travel, workshops, and a variety of other needs.
@@ -123,12 +125,10 @@ If you like scverse® and want to support our mission, please consider making a [docs-badge]: https://readthedocs.org/projects/scvi/badge/?version=latest [docs-link]: https://scvi.readthedocs.io/en/stable/?badge=stable [documentation]: https://docs.scvi-tools.org/ -[donation]: https://numfocus.org/donate-to-scverse [forum]: https://discourse.scvi-tools.org [gh-stars-badge]: https://img.shields.io/github/stars/scverse/scvi-tools?style=flat&logo=GitHub&color=blue [gh-stars-link]: https://github.com/scverse/scvi-tools/stargazers [issues]: https://github.com/scverse/scvi-tools/issues -[numfocus]: https://numfocus.org/ [pepy-badge]: https://static.pepy.tech/badge/scvi-tools [pepy-link]: https://pepy.tech/project/scvi-tools [pypi-badge]: https://img.shields.io/pypi/v/scvi-tools.svg diff --git a/docs/user_guide/models/figures/sysvi_cycleconsistency.png b/docs/user_guide/models/figures/sysvi_cycleconsistency.png new file mode 100644 index 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attrs_df = model.get_ranked_genes(attrs) """ if attrs is None: Warning("Missing Attributions matrix") diff --git a/src/scvi/train/__init__.py b/src/scvi/train/__init__.py index 96fa9ba5ff..d0e3d8e2ae 100644 --- a/src/scvi/train/__init__.py +++ b/src/scvi/train/__init__.py @@ -1,4 +1,10 @@ -from ._callbacks import JaxModuleInit, LoudEarlyStopping, SaveBestState, SaveCheckpoint +from ._callbacks import ( + JaxModuleInit, + LoudEarlyStopping, + SaveBestState, + SaveCheckpoint, + ScibCallback, +) from ._constants import METRIC_KEYS from ._trainer import Trainer from ._trainingplans import ( @@ -24,6 +30,7 @@ "LoudEarlyStopping", "SaveBestState", "SaveCheckpoint", + "ScibCallback", "JaxModuleInit", "JaxTrainingPlan", "METRIC_KEYS", diff --git a/src/scvi/train/_callbacks.py b/src/scvi/train/_callbacks.py index 81ccb58033..8fc1641c9a 100644 --- a/src/scvi/train/_callbacks.py +++ b/src/scvi/train/_callbacks.py @@ -387,6 +387,8 @@ def on_train_start(self, trainer, pl_module): class ScibCallback(Callback): + """A callback to initialize the Scib-Metrics autotune module.""" + def __init__( self, ):