This talks about performance. What about security? Many newer routers come with WPA3. Does it offer substantial benefits over WPA2?

No affiliation with the service. Just a happy user. Great UI. 2FA implementation with TOTP, app passwords and backup codes. Custom domains support SPF and DKIM. Very cheap pricing at $10/year for "all-you-can-eat" with some soft limits. Looks like a one-person project but developer has been active with regular updates on the both the service status and issue tracker.

For the SSL part , I have been looking at Caddy as it seems to have pretty simple reverse proxy over SSL setup.

Reverse proxy with Caddy to get mindless automatic TLS is incredibly easier than any other setup for something you want to just work. I wish more projects supported reverse proxy setups better.

Keras still has CNTK and Theano backends in addition to Tensorflow. Given that both frameworks are not being developed anymore, is there any point in maintaining those backends in the future?

From the release announcement:

> Development will focus on tf.keras going forward. We will keep maintaining multi-backend Keras over the next 6 months, but we will only be merging bug fixes.

So it's the end of Keras

and I thought there was discussion about including mx.net. Looks like if you want to build, train and reuse NNs (in an established framework) you finally have to choose between Google, Facebook or Amazon/Microsoft in every case.

There is support for Keras with MXNet[1], however you need to install a forked version of keras, `pip install keras-mxnet`.

[1] https://github.com/awslabs/keras-apache-mxnet

I guess it's going to be just TensorFlow in the near future. From the release notes:

> This is also the last major release of multi-backend Keras. Going forward, we recommend that users consider switching their Keras code to tf.keras in TensorFlow 2.0.

F# language has a concept called "computation expressions" which are related to monads. They are also sometimes called workflows. But the article is using "workflow" in the more common language way which was confusing to me at first.

IIRC they are essentially Monads, but someone decided that was too scary a name. The result is confusion for experienced programmers, ironically the ones more likely to use F# (!)

For maps, I use HERE maps on Android and it works great. Offline capability is particularly good. I am not sure if it is available on iOS.

How is this better? I need to give out my address and my credit card information.

So is the Monty Python reference.

Oh, now we see the violence inherent in the system.

Anonymous downvoting is the violence of HN (and it's probably a lot more antisocial than we admit). Politely pointing out errors is... well, it's something else. Probably at least OK. Sorry I don't have a Monty Python line for this comment.

> probably a lot more antisocial than we admit).

More like definitely. What function does downvoting really perform anyway? And what function is it supposed to perform? I see lots of perfectly reasonable comments going grey with no explanation at all.

Yes, sigh. Cyberdisinhibitionism: accountability and boundaries are reduced, lack of impact seen for committing such repressive acts leads to it.

Next on front-page HN:

How sheep's bladders may be employed to prevent earthquakes

Help, help, I'm being repressed!

I use Runbox. Interface is not as slick but service is excellent.

I mainly use the webclient, the interface for runbox is sadly atrocious (composing a mail even gave me a horizontal scrollbar)

I loved OCaml as well but the lack of libraries pushed me to another ML variant: F# on .net platform. With .net core and F# tooling around it gradually maturing, it is a solid cross-platform functional language.