AmpBenzScientist @AmpBenzScientist@qoto.org

@igelsQTs Hey bro do you lift weights? There's something called Powerlifting that I think you might be super into.

So I have a bit of an announcement on my current project.

Recommended Hardware specs as of right now are as follows:
Quad Core x86-64 CPU like an I5
8GB of RAM this could change
Harddrive space.
GPGPU optional
GNU/Linux I'm not going to port it.

So you might have experience with Machine Learning of some variety and noticed a fair drain on system resources. This isn't turning out to be that. If you can't comfortably put your computer into full send for an indeterminate amount of time, I don't recommend running this.

The requirements are very conservative estimates as the entire system hasn't been put together yet. The requirements are expected to grow but this should be good enough for very basic jobs.

Another successful mission. Good thing it's being documented as I go.

Time to kick the tires and light the fires.

This project is dragging behind again. I might need to make some changes to the design again. There's a lot of problems that I'm going to need to solve if I want this to work.

I look back and see what has been accomplished already. I discovered concepts in this project that I only recently read about. It seems like my rationale is as sharp as it has ever been. As demoralizing as it might seem to rediscover another Scientist's work, it's so common and well it reminds me of a quote. To know what no other man knows is to dwell in the Pantheon of The Gods.

I'd give it away even if it was truly something special. I don't believe in owning the work of a mind. Attribution is a very different story.

Hopefully I can find a job digging ditches or something. It looks entirely hopeless for work here. If I can't find one, maybe there will be a hole in this damned soil for me. I can't continue to live like this.

It seems like a wasted day but I managed to get a lot of work done on the project. My theory for optimization was correct, thanks Mathematics, and much of the program is mapped with pseudo code. The two months I stated is likely going to be about right.

It's definitely coming along much better than I expected. It's more powerful than I planned if the ML algorithms function like they should. This might not be a complete pile of garbage. I just need ML to function properly and 5 different languages to work together. It's somewhere around 5 languages and it's going to be CLI. That's going to need to be revisited soon.

Romanian Guard with AKM-U? thing. It just looks like a friendly place. Photo is wiki common something.

I can't express the anger that I feel right now.

Sorry that's 5 spool pins and 1 serrated pin in that lock. Yale type keyway with American Lock Co. cylinder.

The feeling of being able to do this.

Yeah so this is definitely going to require custom ML algorithms. I believe I found a way to further optimize these algorithms and perhaps get better results.

The training sets are likely going to be even more efficient now thanks to this development.

I had a thought and recalled how the original project was supposed to be released a year or two ago. It didn't feel good to remember that but I'm glad it didn't work out. The current project is something that I can be proud of.

The former project was a quagmire. The current project is almost entirely focused on designing new ML algorithms and Training Sets that are starting to look much different than what I've seen before.

It's not close to being ready yet. I'll likely be refining the ML portions until I see it fit for release. The multiple ML algorithm approach is rather bold but there's a good reason why. It is made to work as is or integrated with other solutions.

I'll reveal more when the time comes. I've said it before and I'll say it more clearly this time, this project would destroy the older version. The one thing I am concerned about is the rather demanding load on a system during the operation of this.

As always, feel free to ask questions. I'll answer them if I can.

Designing this ML algorithm is fun. To be a Mathematician is beneficial at times when dealing with Computer Science. I have done far more complex modeling in my coursework and even more complex modeling in my free time.

Making the custom ML algorithms for this project and getting them to work well is definitely going to be an experience. If it works how I hope, the training sets should be a breeze.

So why two months until the release of the early version? The ML portion is going to take around that much time to get working well enough.

Oh I said that it was simplified and it is. The ML portion is more complex than it was originally. It's far more advanced and a mix of different areas of ML. The initial release isn't going to include the full ML portion as I need to have something that functions. Releases after the initial release will likely be to address problems but mainly expansions and optimizations.

It's modeled to more than live up to the name. So approximately 2 months to the initial release.

It would be nice to add cool stuff to the project but I'm following the KISS Protocol on this one.

It's coming along rather well but the design is so much different than the other one. The end goal is different as well.

This is a more grounded design and if it works well enough, I would be happy to see it integrated into other software. This is an important aspect of the design of this new project.

I picked a name and it's a reference to the massive project that I had to quit. Nearly everything is different in this new project.

It should have an initial release in a couple of months. If anyone has questions about it, I will answer them if I can.