Hacker News

We should train AI in space [pdf]

Hacker News - Sun, 09/08/2024 - 12:40am

Article URL: https://lumenorbit.github.io/wp.pdf

Comments URL: https://news.ycombinator.com/item?id=41478241

Points: 2

# Comments: 0

Categories: Hacker News

Show HN: NODEFit – Fit Time-Series with Neural Differential Equations

Hacker News - Sun, 09/08/2024 - 12:32am

Hello everyone,

Time-series data is mostly based on observations around us and many physical models are based on differential equations.

However, accounting for non-ideal behaviour is difficult and using approaches such as regression does not capture the underlying dynamics.

Neural Differential Equations are an upcoming class of tools that allow for enhanced predictions by capturing the time-series not as a whole but by "fitting" the underlying dynamics.

Also included is the Stochastic Differential Equation model as well to capture dynamics in noisy situations.

NODEFit.jl is the faster Julia-based cousin that can be utilized if you are willing to live with the compile times.

GPU support is part of the PyTorch routines itself.

Comments URL: https://news.ycombinator.com/item?id=41478220

Points: 1

# Comments: 0

Categories: Hacker News

Fuzzing an X Compositor

Hacker News - Sun, 09/08/2024 - 12:25am
Categories: Hacker News

WordPerfect for Unix Character Terminals

Hacker News - Sun, 09/08/2024 - 12:24am

Article URL: https://github.com/taviso/wpunix

Comments URL: https://news.ycombinator.com/item?id=41478195

Points: 1

# Comments: 0

Categories: Hacker News

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