allthing

A public benefit corporation is sort of something in between

Exactly, this is a rebalancing since Apple because a huge portion of Berkshire's portfolio due to it's growth. They became over 40% of Berkshire's holdings, too much for them to be comfortable with.

One good starting point with code to follow along with is the chapter on Recommender Systems in "Dive in to Deep Learning."

https://d2l.ai/chapter_recommender-systems/index.html

I'm not really sure any TUI I've ever seen could really be classified as "good" but the one I like best is probably urwid (http://urwid.org/).

Backtrader is pretty good, but eventually you will find that there really isn't anything out there that will do everything you want it to do.

So imo the best strategy is to roll your own.

A science podcast you can try is Physics Frontiers. It gets pretty technical.

I don't think they are making up arbitrary rules, I think it's problem solving. Brainstorming alternative solutions that are cost effective and solve the problem is a useful exercise. We shouldn't just blindly use machine learning because it's there.

I have this trick where I just pay for high quality, well researched news because I'm an adult and I realize that not everything should be free and maybe we should pay for some things.

People on HN like to complain about paying in data to use Google and Facebook and yet also consider it an affront that they have to pay money to journalists.

I don't know if we can equate complex geopolitics with creating a code base. Countries are not computers and people are not deterministic algorithms.

I believe the universal approximation theorem is for a single hidden layer. When more layers are added arbitrary functions can be approximated.

From section 4.6.2 of Tom Mitchell's Machine Learning book: "Arbitrary functions. Any function can be approximated to arbitrary accuracy by a network with three layers of units (Cybenko 1988)."

To get started all you really need is trig. As you progress you'll need more advanced math.

Robert Caro's series on LBJ is IMO possibly the greatest nonfiction work of the last century. The depth of research, the quality of writing, and the study of politics and power are what make the series so enticing. Sure the volumes are long, but it never seems like necessary information or too much detail and it never drags. I highly recommend reading at least one of the volumes.

I would also highly recommend "Gulag" by Anne Applebaum. She covers the entire history of the Gulag in great detail from the Revolution to the fall of the Soviet Empire.

I think you might like Command Line Heroes. It's made by Red Hat and they released three episodes so far with good production quality. The first two episodes were about the early history of Linux.

https://www.reddit.com/r/AskHistorians is moderated well and has fantastic answers from very knowledgeable people, just a great community.

Also, /r/BadEconomics is good as well.

We use it in products at work and it always works seamlessly. It could be a quick and easy way to pair a phone to a car or connect a phone to WiFi. Just tapping is way more efficient than the current connecting options when you're near the hardware you want to connect with.