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Faery: A Stream Processing Library for Neuromorphic Event-Based Data

PyPI - Downloads GitHub Tag Discord Neuromorphic Computing

Faery converts neuromorphic event-based data between formats. It can also generate videos, spectrograms, and event rate curves.

📄 Read more in our documentation.

Installation

Using pip: pip install faery.

We recommend using a virtual environment to install Faery. More information in the installation instructions.

Usage

Faery can be used as a command line tool or as a Python library.

Command line tool: Faery can convert data between formats, render videos, and analyze event-based data. It is particularly useful for quick conversions and batch processing of multiple files. Here are three examples:

  1. Convert a Prophesee raw file to AEDAT format:
faery input file input.raw output file output.aedat4
  1. Create an MP4 video from your event data with temporal filtering:
faery input file events.aedat4 filter temporal --window-size 1000us output mp4 output.mp4 --frame-rate 30
  1. Stream data from an Inivation camera to a UDP socket (note: requires event camera drivers):
faery input inivation camera output udp localhost:7777

Python library: Faery provides a set of input functions to read event data from files, UDP streams, or other sources. You can chain methods to filter, render, or analyze the data. For example, to render an AEDAT4 event file as a real-time MP4 video:

import faery
faery.events_stream_from_file("input.aedat4") \
    .regularize(frequency_hz=60.0) \
    .render(decay="exponential", tau="00:00:00.200000", colormap=faery.colormaps.starry_night) \
    .to_file("output.mp4")

More information is available in the command line usage documentation, the Python library documentation, and the examples directory.

Acknowledgements

Faery was initiated at the 2024 Telluride neuromorphic workshop by

License: LGPLv3.0

Project links

Key dates

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  • Released:
Latest release

1 maintainer

PyPI data
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Avatar for aMarcireau from gravatar.com aMarcireau

Credits

Author: Alexandre Marcireau

Requires

Python >=3.9

Report project as malware

Metadata

Project links

Key dates

PyPI data
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  • Released:
Latest release

1 maintainer

PyPI data
Data sourced directly from PyPI's database.
Avatar for aMarcireau from gravatar.com aMarcireau

Credits

Author: Alexandre Marcireau

Requires

Python >=3.9

Report project as malware

Release files for faery 0.7.1

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

Source distribution (sdist)

Source distribution for faery 0.7.1
File Size Uploaded
faery-0.7.1.tar.gz 28.8 MB Details

Built distributions (wheels)

Table of built distributions (wheels) for faery 0.7.1
File
faery-0.7.1-cp314-cp314t-win_arm64.whl 5.0 MB CPython 3.14 CPython 3.14 free-threading Windows ARM64 Details
faery-0.7.1-cp314-cp314t-win_amd64.whl 5.3 MB CPython 3.14 CPython 3.14 free-threading Windows x86-64 Details
faery-0.7.1-cp314-cp314t-musllinux_1_2_x86_64.whl 8.3 MB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64 Details
faery-0.7.1-cp314-cp314t-musllinux_1_2_aarch64.whl 7.9 MB CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64 Details
faery-0.7.1-cp314-cp314t-manylinux_2_28_x86_64.whl 8.2 MB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ x86-64 Details
faery-0.7.1-cp314-cp314t-manylinux_2_28_aarch64.whl 7.8 MB CPython 3.14 CPython 3.14 free-threading Linux glibc 2.28+ ARM64 Details
faery-0.7.1-cp314-cp314t-macosx_26_0_arm64.whl 5.0 MB CPython 3.14 CPython 3.14 free-threading macOS 26.0+ ARM64 Details
faery-0.7.1-cp314-cp314t-macosx_15_0_x86_64.whl 5.4 MB CPython 3.14 CPython 3.14 free-threading macOS 15.0+ x86-64 Details
faery-0.7.1-cp314-cp314-win_arm64.whl 5.0 MB CPython 3.14 CPython 3.14 Windows ARM64 Details
faery-0.7.1-cp314-cp314-win_amd64.whl 5.3 MB CPython 3.14 CPython 3.14 Windows x86-64 Details
faery-0.7.1-cp314-cp314-musllinux_1_2_x86_64.whl 8.3 MB CPython 3.14 CPython 3.14 Linux musl 1.2+ x86-64 Details
faery-0.7.1-cp314-cp314-musllinux_1_2_aarch64.whl 7.9 MB CPython 3.14 CPython 3.14 Linux musl 1.2+ ARM64 Details
faery-0.7.1-cp314-cp314-manylinux_2_28_x86_64.whl 8.2 MB CPython 3.14 CPython 3.14 Linux glibc 2.28+ x86-64 Details
faery-0.7.1-cp314-cp314-manylinux_2_28_aarch64.whl 7.8 MB CPython 3.14 CPython 3.14 Linux glibc 2.28+ ARM64 Details
faery-0.7.1-cp314-cp314-macosx_26_0_arm64.whl 5.0 MB CPython 3.14 CPython 3.14 macOS 26.0+ ARM64 Details
faery-0.7.1-cp314-cp314-macosx_15_0_x86_64.whl 5.4 MB CPython 3.14 CPython 3.14 macOS 15.0+ x86-64 Details
faery-0.7.1-cp313-cp313-win_arm64.whl 5.0 MB CPython 3.13 CPython 3.13 Windows ARM64 Details
faery-0.7.1-cp313-cp313-win_amd64.whl 5.3 MB CPython 3.13 CPython 3.13 Windows x86-64 Details
faery-0.7.1-cp313-cp313-musllinux_1_2_x86_64.whl 8.3 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ x86-64 Details
faery-0.7.1-cp313-cp313-musllinux_1_2_aarch64.whl 7.9 MB CPython 3.13 CPython 3.13 Linux musl 1.2+ ARM64 Details
faery-0.7.1-cp313-cp313-manylinux_2_28_x86_64.whl 8.2 MB CPython 3.13 CPython 3.13 Linux glibc 2.28+ x86-64 Details
faery-0.7.1-cp313-cp313-manylinux_2_28_aarch64.whl 7.8 MB CPython 3.13 CPython 3.13 Linux glibc 2.28+ ARM64 Details
faery-0.7.1-cp313-cp313-macosx_26_0_arm64.whl 5.0 MB CPython 3.13 CPython 3.13 macOS 26.0+ ARM64 Details
faery-0.7.1-cp313-cp313-macosx_15_0_x86_64.whl 5.4 MB CPython 3.13 CPython 3.13 macOS 15.0+ x86-64 Details
faery-0.7.1-cp312-cp312-win_arm64.whl 5.0 MB CPython 3.12 CPython 3.12 Windows ARM64 Details
faery-0.7.1-cp312-cp312-win_amd64.whl 5.3 MB CPython 3.12 CPython 3.12 Windows x86-64 Details
faery-0.7.1-cp312-cp312-musllinux_1_2_x86_64.whl 8.3 MB CPython 3.12 CPython 3.12 Linux musl 1.2+ x86-64 Details
faery-0.7.1-cp312-cp312-musllinux_1_2_aarch64.whl 7.9 MB CPython 3.12 CPython 3.12 Linux musl 1.2+ ARM64 Details
faery-0.7.1-cp312-cp312-manylinux_2_28_x86_64.whl 8.2 MB CPython 3.12 CPython 3.12 Linux glibc 2.28+ x86-64 Details
faery-0.7.1-cp312-cp312-manylinux_2_28_aarch64.whl 7.8 MB CPython 3.12 CPython 3.12 Linux glibc 2.28+ ARM64 Details
faery-0.7.1-cp312-cp312-macosx_26_0_arm64.whl 5.0 MB CPython 3.12 CPython 3.12 macOS 26.0+ ARM64 Details
faery-0.7.1-cp312-cp312-macosx_15_0_x86_64.whl 5.4 MB CPython 3.12 CPython 3.12 macOS 15.0+ x86-64 Details
faery-0.7.1-cp311-cp311-win_arm64.whl 5.0 MB CPython 3.11 CPython 3.11 Windows ARM64 Details
faery-0.7.1-cp311-cp311-win_amd64.whl 5.3 MB CPython 3.11 CPython 3.11 Windows x86-64 Details
faery-0.7.1-cp311-cp311-musllinux_1_2_x86_64.whl 8.3 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ x86-64 Details
faery-0.7.1-cp311-cp311-musllinux_1_2_aarch64.whl 7.9 MB CPython 3.11 CPython 3.11 Linux musl 1.2+ ARM64 Details
faery-0.7.1-cp311-cp311-manylinux_2_28_x86_64.whl 8.2 MB CPython 3.11 CPython 3.11 Linux glibc 2.28+ x86-64 Details
faery-0.7.1-cp311-cp311-manylinux_2_28_aarch64.whl 7.8 MB CPython 3.11 CPython 3.11 Linux glibc 2.28+ ARM64 Details
faery-0.7.1-cp311-cp311-macosx_26_0_arm64.whl 5.0 MB CPython 3.11 CPython 3.11 macOS 26.0+ ARM64 Details
faery-0.7.1-cp311-cp311-macosx_15_0_x86_64.whl 5.4 MB CPython 3.11 CPython 3.11 macOS 15.0+ x86-64 Details
faery-0.7.1-cp310-cp310-win_amd64.whl 5.3 MB CPython 3.10 CPython 3.10 Windows x86-64 Details
faery-0.7.1-cp310-cp310-musllinux_1_2_x86_64.whl 8.3 MB CPython 3.10 CPython 3.10 Linux musl 1.2+ x86-64 Details
faery-0.7.1-cp310-cp310-musllinux_1_2_aarch64.whl 7.9 MB CPython 3.10 CPython 3.10 Linux musl 1.2+ ARM64 Details
faery-0.7.1-cp310-cp310-manylinux_2_28_x86_64.whl 8.2 MB CPython 3.10 CPython 3.10 Linux glibc 2.28+ x86-64 Details
faery-0.7.1-cp310-cp310-manylinux_2_28_aarch64.whl 7.8 MB CPython 3.10 CPython 3.10 Linux glibc 2.28+ ARM64 Details
faery-0.7.1-cp310-cp310-macosx_26_0_arm64.whl 5.0 MB CPython 3.10 CPython 3.10 macOS 26.0+ ARM64 Details
faery-0.7.1-cp310-cp310-macosx_15_0_x86_64.whl 5.4 MB CPython 3.10 CPython 3.10 macOS 15.0+ x86-64 Details
faery-0.7.1-cp39-cp39-win_amd64.whl 5.3 MB CPython 3.9 CPython 3.9 Windows x86-64 Details
faery-0.7.1-cp39-cp39-musllinux_1_2_x86_64.whl 8.3 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ x86-64 Details
faery-0.7.1-cp39-cp39-musllinux_1_2_aarch64.whl 7.9 MB CPython 3.9 CPython 3.9 Linux musl 1.2+ ARM64 Details
faery-0.7.1-cp39-cp39-manylinux_2_28_x86_64.whl 8.2 MB CPython 3.9 CPython 3.9 Linux glibc 2.28+ x86-64 Details
faery-0.7.1-cp39-cp39-manylinux_2_28_aarch64.whl 7.8 MB CPython 3.9 CPython 3.9 Linux glibc 2.28+ ARM64 Details
faery-0.7.1-cp39-cp39-macosx_26_0_arm64.whl 5.0 MB CPython 3.9 CPython 3.9 macOS 26.0+ ARM64 Details
faery-0.7.1-cp39-cp39-macosx_15_0_x86_64.whl 5.4 MB CPython 3.9 CPython 3.9 macOS 15.0+ x86-64 Details

Total release size: 388.6 MB

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Release files / faery-0.7.1-cp39-cp39-manylinux_2_28_x86_64.whl

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Release files / faery-0.7.1-cp39-cp39-manylinux_2_28_aarch64.whl

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Release files / faery-0.7.1-cp39-cp39-macosx_26_0_arm64.whl

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Release files / faery-0.7.1-cp39-cp39-macosx_15_0_x86_64.whl

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Release history Release notifications | RSS feed

This release

0.7.1 This release

55 release files

0.7.0

36 release files

0.6.2

26 release files

0.6.0

26 release files

0.5.0

26 release files

0.4.0

26 release files

0.3.0

26 release files

0.2.0

26 release files

0.1.1

31 release files

0.1.0

2 release files

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