johmathe

5 ms·

1.
Silico: a platform for AI research(goodfire.com)
2 points by johmathe 2mo ago|0 comments
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by johmathe 2y ago
Thanks for the great pointers!
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by johmathe 2y ago
One of the authors here. Thanks for your comment! While a lot of this research is theoretical and does not have immediate use cases, we have tried to summarize some of them in the last paragraph of the paper (VII. Applications of Non-Euclid
4.
Guide to Machine Learning with Geometric, Topological, and Algebraic Structures(arxiv.org)
176 points by johmathe 2y ago|27 comments
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by johmathe 3y ago
Thanks for the feedback! This model will evolve over time, we are planning on pushing a much higher resolution soon. Skill wise we will publish a paper in the next few months.
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Show HN: Live AI based global weather forecast(earth.atmo.ai)
12 points by johmathe 3y ago|2 comments
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End-to-end deep learning methods beat production weather forecast accuracy(arxiv.org)
3 points by johmathe 4y ago|1 comments
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by johmathe 4y ago
The model is currently ran every day. Hope you were able to use it for this weekend :)
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by johmathe 4y ago
We are currently integrating with Forecast Watch a 3rd party that analyses and compare various forecasting systems [1]. Please stay tuned until we integrate our APIs. I will be updating this thread when it is ready. [1] https://w
10.
by johmathe 4y ago
We will be adding the Celsius switch shortly. We started with F since we expected most users of the forecast to be in the bay area but it is great to see interest from non Fahrenheit users :)
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by johmathe 4y ago
It will come within the next few days - please stay tuned. Being from Europe I am more used to Celsius myself :)
12.
by johmathe 4y ago
Thanks for the feedback :) The highest resolution models you can currently find on windy is around 3x3 km (HRRR) and this resolution is unfortunately too big to capture fine terrain and water features. 300x300 gives you 100 times more data
13.
by johmathe 4y ago
While a good set of initial conditions is indeed critical, having a smaller model is helpful for modeling micro climates such as the ones you see in the Bay Area. At this resolution you can have a much more detailed representation of relief
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by johmathe 4y ago
Very valuable feedback - thank you!
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by johmathe 4y ago
One of the interesting things the model captures at this resolution is the dynamics of the wind going in the bay through the golden gate. See for instance: https://sf.atmo.ai/wind@37.80911,-122.44543,11.68,36,0,16669...
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by johmathe 4y ago
All fixed up and deployed.
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by johmathe 4y ago
It means that the underlying weather data is computed and validated at a 300x300 meters resolution. Hope this helps :)
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by johmathe 4y ago
Thanks for the feedback. We will have the back button fixed quickly :)
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by johmathe 4y ago
It’s a forecast of the best spots to have a picnic in the bay :) Basically a proxy for the best place and time to be outdoors.
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300 meters resolution SF Bay Area Forecast(sf.atmo.ai)
169 points by johmathe 4y ago|115 comments
21.
Hot or Not?(creon.substack.com)
96 points by johmathe 4y ago|173 comments
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Google open sources solar atmospheric water generator(github.com)
486 points by johmathe 5y ago|234 comments
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Hear 2021: Holistic Evaluation of Audio Representations(arxiv.org)
1 points by johmathe 5y ago|0 comments
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AI Can Make Weather Forecasting Better and Cheaper(bloomberg.com)
6 points by johmathe 5y ago|0 comments
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Package for Computations and Statistics on Manifolds(github.com)
3 points by johmathe 5y ago|0 comments
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Impact of Weather on Covid-19(atmo.ai)
1 points by johmathe 6y ago|0 comments
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by johmathe 6y ago
We just hired someone with an h1b that was approved in premium processing in June. How likely is he to be able to come in January? He currently lives in Ukraine and will need to do his embassy appointment there. Thank you for doing these Pe
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Google Sustainability Commitment(sustainability.google)
1 points by johmathe 6y ago|0 comments
29.
Makani source code released(github.com)
449 points by johmathe 6y ago|123 comments
30.
Covid county status US Map(hikmahealth.github.io)
1 points by johmathe 6y ago|0 comments

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