Simple package to perform streamlined, batched inference on pymc3-based changepoint models.


License
MIT
Install
pip install pytau==0.12.0

Documentation

Tau: Python Reactive Programming

https://dev.azure.com/cloudwall/Tau/_apis/build/status/cloudwall.pytau?branchName=master

A library for composing asynchronous and event-based programs in Python

About Tau

Tau is a functional reactive programming framework designed for Python from the ground up.

import asyncio

from tau.core import RealtimeNetworkScheduler
from tau.event import Lambda
from tau.signal import From


async def main():
    scheduler = RealtimeNetworkScheduler()
    signal = From(scheduler, ["world"])
    Lambda(scheduler.get_network(), signal, lambda x: print(f"Hello, {x[0].get_value()}!"))

asyncio.run(main())

Installation

Tau runs on Python 3.6 or above. To install Tau:

pip3 install pytau

Credits

Thanks to Bjorn Madsen for adding a feature to graph-theory to make Tau's event propagation work.