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ethograph

Ethograph demo Labelling in Ethograph

Ethograph is a graphical user interface for visualizing and segmenting multimodal timeseries behavioural data. It builds upon a number of open-source libraries to load and quickly render video and pose files, audio and spectrograms, ephys recordings in various formats, and arbitrary multi-dimensional timeseries — all on one shared timeline.

Note this GUI is still in development. I welcome people testing it and providing feedback!

📖 Documentation

🎥 Watch the demo

Quickstart

First install uv, a fast Python package manager:

# macOS / Linux (except WSL)
curl -LsSf https://astral.sh/uv/install.sh | sh

# Windows
winget install astral-sh.uv

Then install the GUI as a standalone tool — one command, no environment to create or activate:

uv tool install --python 3.12 "ethograph[gui,audio]"

To open the GUI, run:

ethograph check # Linux only : Check for missing libraries
ethograph launch

ethograph not recognized? uv has not added its bin directory to your PATH yet. Run uv tool update-shell, then open a new terminal.

For installing into a dedicated virtual environment,segmentation models, and troubleshooting, see installation guide.

After launching, there are some example datasets you can explore the GUI with. To learn more about all the functionalities, I recommend the user manual.

Support

Open-source projects Ethograph depends on

Ethograph is built on top of a number of open-source projects: PyAV, audioio, Neo, crowsetta, Neurodata Without Borders, xarray, pynapple, movement, phy, PyQtGraph, and pygfx (via pynaviz). The models that segment behaviour build on DLC2Action, FERAL and E2E-Spot.

Ethograph is GPL-3.0-or-later. The code it vendors or adapts from other projects, and each one's licence, is listed in THIRD_PARTY_NOTICES.md.

Release files for ethograph 0.2.36

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for ethograph 0.2.36
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ethograph-0.2.36.tar.gz 45.6 MB Details

Built distribution (wheel)

Table of built distributions (wheels) for ethograph 0.2.36
File Interpreter ABI Platform
ethograph-0.2.36-py3-none-any.whl Python 3 none any Details

Total release size: 83.0 MB

Release files / ethograph-0.2.36.tar.gz

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Size 45.6 MB
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