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tanto

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What Is Federated Learning?

flower.ai
1 points·by tanto·2 anni fa·0 comments

What Is Federated Machine Learning?

flower.dev
9 points·by tanto·3 anni fa·0 comments

Federated Learning Quickstart with Flower and TensorFlow [video]

youtube.com
7 points·by tanto·3 anni fa·0 comments

Federated Learning with Fastai and Flower

flower.dev
2 points·by tanto·3 anni fa·1 comments

How to Do Federated Analytics with Pandas

flower.dev
1 points·by tanto·3 anni fa·0 comments

comments

tanto
·2 anni fa·discuss
IIRC SpaceMobile showed direct-to-cell satellite communication recently with 5g. Still to be seen if they or someone else (SpaceX?) can make it work large scale.
tanto
·3 anni fa·discuss
They should have asked Musk to send it space. It would have been beautiful to think ten more Pratchett novels are circling Earth for potentially thousands of years. He was a great author.
tanto
·3 anni fa·discuss
Hey wjnc, You can think of it how you can use GitLab on gitlab.com or deploy it yourself on-prem. The only difference being instead of per user we would charge per deployment. As in case of GitLab you can decide to host it yourself.
tanto
·3 anni fa·discuss
Absolutely, there are many cases where governments and generally large organisations can use Flower to internally train models on internal data silos. Often enough large organisations have all the incentives to utilize their own data but can't centralize it due to regulations.
tanto
·3 anni fa·discuss
Hi guites, Thank you! That is undoubtedly something relatable. We have it on the screen and plan to provide helpful material and presentations helping to convince stakeholders. If you are up for a call to share the specific challenges, we could ideate with you.
tanto
·3 anni fa·discuss
Really happy to hear that and your support is much appreciated! I saw you answering many questions before we could do so :) Thank you for that. We are reaching out to all contributor. Let me know in Slack if you are up to a short call to understand better how we can support you.
tanto
·3 anni fa·discuss
Thank you! We'll make sure to improve the readme and add more explanation to it.
tanto
·3 anni fa·discuss
Amazing! When I bought my last car, I ensured there were physical buttons for everything I regularly use. While driving, most things happen without much thinking, and touch screens feel like the antithesis of that idea. I recently had to drive a car with a touch screen for, e.g. AC and radio control. I failed miserably to turn off the radio for 3 hours on the highway. I usually expect these things to be intuitive enough to do without reading the manual of a car.
tanto
·3 anni fa·discuss
I agree that proprietary data will become more valuable. It is, even today, mostly not accessible for AI training and holds so much value. We are working on Flower (https://flower.dev), which enables training AI on private data without the data owner having to share it.
tanto
·3 anni fa·discuss
The naming might be flawed but it's like a batista I guess. You can spend a lot of money on the machine but without an expert to use it you will not get the best out of it.
tanto
·3 anni fa·discuss
Fast.ai states on its website: "Being cool is about being exclusive, and that's the opposite of what we want. We want to make deep learning as accessible as possible." We appreciate this goal as we are making federated learning accessible for everyone. In this blog post, we share how to use fastai with Flower.
tanto
·3 anni fa·discuss
I was an early paying Kagi user but started using !g more and more over the last few month. I am not sure what they changed. Recently I decided to switch my default search back to Google as basically in 90% of all search queries I found the result I searched for on Google instead of Kagi.