diff --git a/README.md b/README.md
index 724effac..fd4a4842 100644
--- a/README.md
+++ b/README.md
@@ -8,14 +8,14 @@
 
 [![Python 3.10-3.14](https://img.shields.io/badge/python-3.10--3.14-blue.svg)](https://www.python.org/downloads/)
 [![PyPI version](https://img.shields.io/pypi/v/jabs-behavior-classifier.svg)](https://pypi.org/project/jabs-behavior-classifier/)
-[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.45.0/LICENSE)
+[![License: MIT](https://img.shields.io/badge/License-MIT-blue.svg)](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.46.0/LICENSE)
 [![DOI](https://img.shields.io/badge/DOI-10.7554%2FeLife.107259.2-green.svg)](https://doi.org/10.7554/eLife.107259.2)
 
-[Documentation](https://jabs-tutorial.readthedocs.io/) · [User Guide](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.45.0/docs/user-guide/overview.md) · [Sample Data](https://doi.org/10.5281/zenodo.16697331) · [Contact Us](mailto:jabs@jax.org)
+[Documentation](https://jabs-tutorial.readthedocs.io/) · [User Guide](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.46.0/docs/user-guide/overview.md) · [Sample Data](https://doi.org/10.5281/zenodo.16697331) · [Contact Us](mailto:jabs@jax.org)
 
 ---
 
-![JABS Screenshot](https://raw.githubusercontent.com/KumarLabJax/JABS-behavior-classifier/v0.45.0/docs/assets/images/jabs_screenshot.png)
+![JABS Screenshot](https://raw.githubusercontent.com/KumarLabJax/JABS-behavior-classifier/v0.46.0/docs/assets/images/jabs_screenshot.png)
 
 </div>
 
@@ -145,7 +145,7 @@ JABS requires pose files generated from the Kumar Lab's mouse pose estimation ne
 
 We provide Singularity/Apptainer definition files and SLURM batch scripts for running
 JABS on Linux compute clusters. See
-[vm/README.md](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.45.0/vm/README.md)
+[vm/README.md](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.46.0/vm/README.md)
 for build instructions and usage details.
 
 ## Project Portability
@@ -181,14 +181,14 @@ JABS uses four version numbers to track compatibility:
 ## Documentation
 
 - **[ReadTheDocs Tutorial](https://jabs-tutorial.readthedocs.io/)** — Complete user guide and tutorials
-- **[User Guide](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.45.0/docs/user-guide/overview.md)** — Markdown documentation
+- **[User Guide](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.46.0/docs/user-guide/overview.md)** — Markdown documentation
 - **[Sample Data](https://doi.org/10.5281/zenodo.16697331)** — Test datasets for demonstration
 
 ## Contributing
 
 Interested in contributing? Check out our:
-- [Contributing Guide](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.45.0/CONTRIBUTING.md)
-- [Development Guide](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.45.0/docs/development/development.md)
+- [Contributing Guide](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.46.0/CONTRIBUTING.md)
+- [Development Guide](https://github.com/KumarLabJax/JABS-behavior-classifier/blob/v0.46.0/docs/development/development.md)
 
 ## Citation
 
diff --git a/packages/jabs-behavior/pyproject.toml b/packages/jabs-behavior/pyproject.toml
index 90b80478..62068345 100644
--- a/packages/jabs-behavior/pyproject.toml
+++ b/packages/jabs-behavior/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "jabs-behavior"
-version = "0.45.0"
+version = "0.46.0"
 description = "JABS behavior event processing and postprocessing filters"
 readme = "README.md"
 requires-python = ">=3.10,<3.15"
diff --git a/packages/jabs-core/pyproject.toml b/packages/jabs-core/pyproject.toml
index 964c0d00..6f7f168b 100644
--- a/packages/jabs-core/pyproject.toml
+++ b/packages/jabs-core/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "jabs-core"
-version = "0.45.0"
+version = "0.46.0"
 description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.10,<3.15"
diff --git a/packages/jabs-io/pyproject.toml b/packages/jabs-io/pyproject.toml
index 621ed785..8794e112 100644
--- a/packages/jabs-io/pyproject.toml
+++ b/packages/jabs-io/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "jabs-io"
-version = "0.45.0"
+version = "0.46.0"
 description = "Add your description here"
 readme = "README.md"
 requires-python = ">=3.10,<3.15"
diff --git a/packages/jabs-vision/pyproject.toml b/packages/jabs-vision/pyproject.toml
index bc876a81..8f9d8e07 100644
--- a/packages/jabs-vision/pyproject.toml
+++ b/packages/jabs-vision/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "jabs-vision"
-version = "0.45.0"
+version = "0.46.0"
 description = ""
 readme = "README.md"
 requires-python = ">=3.10,<3.15"
diff --git a/pyproject.toml b/pyproject.toml
index 394895dd..ff95ec03 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,6 +1,6 @@
 [project]
 name = "jabs-behavior-classifier"
-version = "0.45.0"
+version = "0.46.0"
 description = ""
 readme = "README.md"
 requires-python = ">=3.10,<3.15"
@@ -15,9 +15,9 @@ authors = [
 ]
 
 dependencies = [
-  "jabs-behavior==0.45.0",
-  "jabs-core==0.45.0",
-  "jabs-io==0.45.0",
+  "jabs-behavior==0.46.0",
+  "jabs-core==0.46.0",
+  "jabs-io==0.46.0",
   "h5py>=3.10.0,<4.0.0",
   "markdown2>=2.5.1,<3.0.0",
   "numpy>=2.0.0,<3.0.0",
diff --git a/uv.lock b/uv.lock
index 02fecf3d..6915383c 100644
--- a/uv.lock
+++ b/uv.lock
@@ -1678,7 +1678,7 @@ wheels = [
 
 [[package]]
 name = "jabs-behavior"
-version = "0.45.0"
+version = "0.46.0"
 source = { editable = "packages/jabs-behavior" }
 dependencies = [
     { name = "jsonschema" },
@@ -1722,7 +1722,7 @@ test = [
 
 [[package]]
 name = "jabs-behavior-classifier"
-version = "0.45.0"
+version = "0.46.0"
 source = { editable = "." }
 dependencies = [
     { name = "argparse-formatter" },
@@ -1838,7 +1838,7 @@ test = [
 
 [[package]]
 name = "jabs-core"
-version = "0.45.0"
+version = "0.46.0"
 source = { editable = "packages/jabs-core" }
 dependencies = [
     { name = "h5py" },
@@ -1896,7 +1896,7 @@ test = [
 
 [[package]]
 name = "jabs-io"
-version = "0.45.0"
+version = "0.46.0"
 source = { editable = "packages/jabs-io" }
 dependencies = [
     { name = "jabs-core" },
@@ -1967,7 +1967,7 @@ test = [
 
 [[package]]
 name = "jabs-vision"
-version = "0.45.0"
+version = "0.46.0"
 source = { editable = "packages/jabs-vision" }
 dependencies = [
     { name = "hydra-core" },