#JAX issues Area Forecast Discussion (AFD) at Feb 8, 12:47 PM EST https://mesonet.agron.iastate.edu/p.php?pid=202602081747-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 8, 5:00 AM EST https://mesonet.agron.iastate.edu/p.php?pid=202602081000-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 8, 1:03 AM EST https://mesonet.agron.iastate.edu/p.php?pid=202602080603-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 7, 6:25 PM EST https://mesonet.agron.iastate.edu/p.php?pid=202602072325-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 7, 1:29 PM EST https://mesonet.agron.iastate.edu/p.php?pid=202602071829-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 7, 5:32 AM EST https://mesonet.agron.iastate.edu/p.php?pid=202602071032-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 7, 1:53 AM EST https://mesonet.agron.iastate.edu/p.php?pid=202602070653-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 6, 6:36 PM EST https://mesonet.agron.iastate.edu/p.php?pid=202602062336-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 6, 2:55 PM EST https://mesonet.agron.iastate.edu/p.php?pid=202602061955-KJAX-FXUS62-AFDJAX

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#JAX issues Area Forecast Discussion (AFD) at Feb 6, 11:15 AM EST https://mesonet.agron.iastate.edu/p.php?pid=202602061615-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 6, 5:43 AM EST https://mesonet.agron.iastate.edu/p.php?pid=202602061043-KJAX-FXUS62-AFDJAX

Just posted a deep dive into AutoStep normalization for non-stationary problems.

I’ve been exploring the mechanics of the "Alberta Plan" specifically Step 1: Continual Supervised Learning. This post looks at how AutoStep, focusing on how it performes with and without normalized input when the data distribution shifts.I used SSH honeypot data as a source of real-world, unstable data.

Write up here: https://blog.9600baud.net/autostep-normalization.html

#ReinforcementLearning #AlbertaPlan #MachineLearning #JAX #Python

#JAX issues Area Forecast Discussion (AFD) at Feb 6, 12:17 AM EST https://mesonet.agron.iastate.edu/p.php?pid=202602060517-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 5, 6:08 PM EST https://mesonet.agron.iastate.edu/p.php?pid=202602052308-KJAX-FXUS62-AFDJAX

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#JAX issues Area Forecast Discussion (AFD) at Feb 5, 9:33 AM EST https://mesonet.agron.iastate.edu/p.php?pid=202602051433-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 5, 5:18 AM EST https://mesonet.agron.iastate.edu/p.php?pid=202602051018-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 5, 12:03 AM EST https://mesonet.agron.iastate.edu/p.php?pid=202602050503-KJAX-FXUS62-AFDJAX

#JAX issues Area Forecast Discussion (AFD) at Feb 4, 6:21 PM EST https://mesonet.agron.iastate.edu/p.php?pid=202602042321-KJAX-FXUS62-AFDJAX