So you are basically building a classifier that tries to assert if a user will like a video. While many are against any kind of “algorithm” within the fediverse, I believe that it’s a necessity. But, I think allowing users to tag content and then building classifiers that allow you to filter based on that would be a more aligned with the fediverse.

Anyway, cosine similarity has worked for a lot of things, so I think it’s a solid foundation to get you started. Another thing you can try is using an embedding model, specifically a model that receives a segment of a video and yields a matrix with the property that similar input will result in outputs relatively close to each other (cosine or euclidean distance).

Another thing to consider is building a platform that will permanently store data. If you can come up with a set of endpoints, I can implement something in python to get ypu started. I don’t have experience with video processing so I cannot help you with that, but the crud aspect is no biggie.

There are a lot of things to unpack here.

First of all, your friend is at vulnerable place and this is not the time for you two to explore a romantic relationship. You will definetely regret rushing things, you sound like a kind person and you don’t want to exploit her. Try to be there for her, give time and space for something romantic to develop.

When the time has come try to be clear and formal, ask her for a date, like you are meeting a new person. Dating someone you know for a long time can be confusing and messy, invest the time to understand the romantic side of your relationship.

Also, you deserve to be with someone that appreciates the whole you. De-transitioning should something you do because you want to and not something you do because someone else wants it. You are allowed to change your mind, but make sure you do it for the right reasons.

Last but not least, as far as the equipment is concerned, there are always strap ons 👌

PS the concept of love can be complex and confusing. There is a lot of research around it, but IMO the bottom line is that there are two sides of it you need to be aware. 1) there is limerance which is a feeling and 2) there is love which something you do

Also, fuzzing is becoming quite popular. It’s a technique that automatically detects vulnerabilities on a binary. Though, it is computationally intensive, so I would love to the emergence of a peer-to-peer project that allows anyone to contribute by testing open-source software.

This need is probably something you can discuss with your therapist.

I have had a couple of interviews but no success from easy apply. I would say the ratio (applications / interviews) is about 1-2% for me.

I ended up setting up a postal server on my vps (see here). Their docs are pretty easy to follow through and it’s probably the cheapest option (assuming you already use the and have a domain).

I haven’t finished reading this, but so far I find this a very interesting read. I would suggest adding a definition of fractals, while I have a good grasp of the concept, I think that it would help to define how you are thinking about it.

I hate to spoil your fun but IRs are made to be written by programs and read by programs.

Lemmy is a public forum, if you want to communicate privately exchange matrix handles and communicate there.

Are there any other, less biased, sources on the topic?

After skimming through the decision of the arbitration comitee, I feel there more than a few inconsistencies in the article.

A quick google search revealed only Isreal friendly sources covering the decision…

You mean Methylphenidate? Because people when understand a different thing when you say meth…

Are you me? Or am I you? The crazy thing is that when I work, I wooork. Like 12 hours without peeing, drinking water, eating, or taking any breaks.

Nothing atm, but you never know what you may find. I would assume that most whistleblowers didn’t know they joined a shady organisation until years down the line…

Maybe, add a clause what should happen if you disappear for more than x days. For most jurisdictions you are considered dead if you disappear for a few years.

Why not keep a copy?

Also, both people are single point of failures. Maybe, 5-6 people where each has an encrypted payload and the keys to decrypt everyone else’s payload.

Another thing to consider is that you won’t know immediately that the information you stumbles upon is incriminating. Sometimes it may take years until you have all the pieces of the puzzle.

What happended to “Don’t feed the trolls”? I thought it’s shared expirience that giving attention to trolls like that only gives them motivation to keep on going. Ignoring them is the only way to stop them from spamming.

DataLog is used to verify smart contracts. I don’t know any specific examples of prolog used in the industry, though I am sure there are a few. Probably, there are expert systems implemented with prolog that are still used.

Logic programming in general has a few usages, the unification algorithm is used for pretty much every type system. Also, it is quite good for verification systems. For example, I know some symbolic execution systems implemented in OCaml.

Wondering if it’s possible to put this observation into number…

The repository is not public (yet), so I created a gist with the relevant code for the transformations I have implemented. This is pure JS (typescript to be exact), I am not familiar with svelte, but maybe it’s easier to plug them in. https://gist.github.com/souperk/6208d9401e4d5e47ab4b9d503b6e97c2