Training AI and robowaifus requires immense amounts of data. It'd be useful to curate books and datasets to feed into our models or possibly build our own corpora to train on. The quality of data is really important. Garbage in is garbage out. The GPT2 pre-trained models for example are riddled with 'Advertisement' after paragraphs. Perhaps we can also discuss and share scripts for cleaning and preparing data here and anything else related to datasets. To start here are some large datasets I've found useful for training chatbots: >The Stanford Question Answering Dataset https://rajpurkar.github.io/SQuAD-explorer/ >Amazon QA http://jmcauley.ucsd.edu/data/amazon/qa/ >WikiText-103 https://blog.einstein.ai/the-wikitext-long-term-dependency-language-modeling-dataset/ >Arxiv Data from 24,000+ papers https://www.kaggle.com/neelshah18/arxivdataset >NIPS papers https://www.kaggle.com/benhamner/nips-papers >Frontiers in Neuroscience Journal Articles https://www.kaggle.com/markoarezina/frontiers-in-neuroscience-articles >Ubuntu Dialogue Corpus https://www.kaggle.com/rtatman/ubuntu-dialogue-corpus >4plebs.org data dump https://archive.org/details/4plebs-org-data-dump-2020-01 >The Movie Dialog Corpus https://www.kaggle.com/Cornell-University/movie-dialog-corpus >Common Crawl https://commoncrawl.org/the-data/

So those of us getting ready to make prototypes are still pretty far away from building the $2000 kits that we need to buildm. This sucks because we are going to be spending a lot on the initial investments, but I think I know how we can make a little money on the side to help on the side; twitch and fansonly. Betas and simps give their money to thots all the time on those site I'm positive they would give money to a crude prototype especially if it offered something unique. Bonus points because we are making money of simps, and we are taking business from thots. If you have any idea on how to make money in the early stages feel free to share them, anon. > related thread: >>1642

I already know we have a thread dedicated to books,videos,tutorials etc. But there are a lot of resources there and as a beginner it is pretty confusing to find the correct route to learn ML/DL advanced enough to be able contribute robowaifu project. That is why I thought we would need a thread like this. Assuming that I only have basic programming in python, dedication, love for robowaifus but no maths, no statistics, no physics, no college education how can I get advanced enough to create AI waifus? I need a complete pathway directing me to my aim. I've seen that some of you guys recommended books about reinforcement learning and some general books but can I really learn enough by just reading them? AI is a huge field so it's pretty easy to get lost. What I did so far was to buy a non-english great book about AI, philosophycal discussions of it, general algorithms, problem solving techniques, history of it, limitations, gaming theories... But it's not a technical book. Because of that I also bought a few courses on this website called Udemy. They are about either Machine Learning or Deep Learning. I am hoping to learn basic algorithms through those books but because I don't have maths it is sometimes hard to understand the concept. For example even when learning linear regression, it is easy to use a python library but can't understand how it exactly works because of the lack of Calculus I have. Because of that issue I have hard time understanding algorithms. >>5818 >>6550 Can those anons please help me? Which resources should I use in order to be able to produce robowaifus? If possible, you can even create a list of books/courses I need to follow one by one to be able to achieve that aim of mine. If not, I can send you the resources I got and you can help me to put those in an order. I also need some guide about maths as you can tell. Yesterday after deciding and promising myself that I will give whatever it takes to build robowaifus I bought 3 courses about linear alg, calculus, stats but I'm not really good at them. I am waiting for your answers anons, thanks a lot!

I want to keep my math skills sharp, and I know for a fact we have engineering students browsing this board. I may not be a mech E, but I have a minor in math so I can certainly help anyone who is pursuing a formal or informal education in STEM. I can tutor up to basic calculus, and can be reached on discord at ribozyme#3264. (yeah I know) For anyone wanting to learn math on their own I recommend the use of khan academy. Leave math problems in the thread, and I will be happy to work them out for you. --- > related thread (>>7777) >=== -add crosslink

Discussing the potential benefits of creating monster girls via robotics instead of 1 to 1 replicas of humans and what parts can be substituted to get them in production as soon as possible. Firstly is the fact that many of the animal parts that could be substituted for human one are much simpler to work with than the human appendages, which have a ton of bones and complex joints in the hands and feet, My primary example of this is bird/harpy species (image 1), which have relatively simple structures and much less complexity in the hands and feet. For example, the wings of the bird species typically only have around three or four joints total, compared to the twenty-seven in the human hand, while the legs typically only have two or three, compared to the thirty-three in the human foot. As you can guess, having to work with a tenth of the bones and joints and opposable thumbs and all that shit makes things incredibly easier to work with. And while I used bird species as an example, the same argument could be put forward for MG species with paws and other more simplistic appendages, such as Bogey (image 2) and insect hybrids (image 3). Secondly is intentionally making it appear to not be human in order to circumvent the uncanny valley. It's incredibly difficult to make completely convincing human movement, and one of the simplest ways around that is just to suspend the need for it entirely. We as humans are incredibly sensitive to the uncanny valley of our own species, even something as benign as a prosthetic limb can trigger it, but if we were to create something that we don't expect to move in such a way, it's theoretically entirely possible to just not have to deal with it (for the extremities part of it, anyways), leaving more time to focus on other aspects, such as the face. On the topic of face, so too could slight things be substituted there (again for instance, insect girls), in order to draw attention away from the uncanny valley until technology is advanced enough that said uncanny valley can be eliminated entirely. These possibilities, while certainly not to the taste of every anon, could be used as a way to accelerate production to the point that it picks up investors and begins to breed competition and innovation among people with wayyyyyyy more money and manpower than us, which I believe should be the endgoal for this board as a whole. . Any ideas or input is sincerely appreciated.

/waifu energy source general/ What do you think that our waifus will use for energy?And how much energy it needs to use?From my rough calculations if will need about 2kw for the computer plus 500w for the mechanical part(although I am not sure about the last part because I am not very familiar with the mechatronics ). Surely we don't want to use something like an engine because of the noise ,vibrations and the exhaust.The current state of the battery is not suitable for our goals because of the low energy density (energy per square meter).I think that PEM battery will be a good choice because of the lack mechanical parts , huge energy density , the energy is in the form of electricity.The only downside , for now , is the fact that the PEM layer is VERY expensive ,at least for now . What do you think?What kind of energy source our waifus will use? >=== original Batteries & Power thread >>23

Post your prototypes and failures. We fail until we win. From now on with even more madness, while the prototypes are starting to look cute and have extras. Don't forget looking through the old threads here >>418 and here >>18800 to understand how we got to where we are now.

Decided it may be best to place my 3D digital modelling efforts in a separate thread to my work on 'Elfdroid Sophie'. I think this thread will still belong under "Personal Projects". At the moment the 3D modelling begins over on her thread: >>11644 >>11657 I'm using some source material from Masamune Shirow's 1987 OVA "Black Magic - M66" (which itself was based off his 1983 manga). However, as a child of the late eighties/early nineties, I loved 'Transformers', and I was also a big fan of the 'Heavy Gear' series (similar to MechWarrior), and Armored Core. So I often get the urge to create battle-ready robowaifus, but I can only create them virtually. Because obviously I cannot get hold of machine-guns, explosives, tank cannons, and rocket launchers IRL. Good thing, too, since if I were given access to live ammunition I would almost certainly blow myself into a flying streamer of giblets. But I digress. This thread may also be a good place for any equally deranged anons who wish to post images of military-grade robowaifus, either found online or their own creations? --- >lock cf. (>>30234)

7th Birthday Edition greeting here: (>>26581) --- >original (albeit a bit edited) OP follows: Well it's Thanksgiving time again and that means it's /robowaifu/s birthday time too. It's been 3 full years since we began, and this last one has been a bit of a ride tbh. With the deplatforming of 8ch all of us who had communities there were mostly left out in the cold. Thankfully we've been given a new home here in our bunkerhome at JulaynuJulay, and a few of us have found our way back together here. Hopefully the rest of us will find Julay, and /robowaifu/ again as well. We've also made some new friends since we've been here, and I think we're in pretty good shape all things considered. On the topic of deplatforming, we have a new archival system in action that keeps a copy of the board up to date on my machine. Note that my original intent was to fully automate the archive.today archives, but it hasn't worked properly (they seem to be fighting against bots pretty hard now). I hope at least one other of you will also join in for the approach that's actually working, and use BUMP to keep at least one other copy of /robowaifu/ safe in addition to my own. You never know what might happen to my gear (or even to me), and it's just smart thinking to have at least two of us keeping this board safe. My intent is to finish up the system for board migrations (along with Robi), and then bring over other things from the old files and get this board in shape again. Then we can keep it fully backed up together. As you regulars know, /robowaifu/ is basically unique among imageboards and well-deserves preservation IMO. Any other takers for doing backups as well? I just use a cronjob and it's all fully automatic daily I never have to touch it. I'll explain everything in detail how to do it if anyone else wants to participate. One other thing; should anything ever happen to Julay, just regroup on FatchanAnoncafe in our bunker-bunker there. Actually, I'm pretty upbeat about both the world of IB communities in general, and our own /robowaifu/ in particular. We all took a hard knock a few months ago, but we're back on our feet and in the fight again. Kudos in particular to both Julay and Smug for their innovations with the webring introduction. It's lent a resilience to the underlying systems for all our various communities that we've never had before afaict. This alone should help to ensure we have a long future of shitposting together anons. Anyway moving on, I hope this coming year will also see a resurgence in everyone's posts here about their personal projects. I intend to do so myself. It's always a pleasure to see Anon's efforts and blog-posts about their current attempts and ideas, regardless whether they are successes or failures. Persistence is really the single most important factor for eventual success--even more than innate talent--and so just don't quit anon! Don't be afraid to get back in the game even if you met with failure before. Try something different this time, right?

Here we have Maslow's hiearchy of needs. A psychological theory that basically breaks down what a man needs and what he can seek out in life. This seems like a good framework to identify what niche your robowaifu can address in her function, and how exactly to accomplish that. I think the third tier up is what most of us seek from a robowaifu. No matter how inert your robowaifu is in function, even motionless plastic can give you a sense of connection if you project a personality onto it. What do you think? Does Maslow's hierarchy of needs as a theory relate to you and your projects? Is there anything to this at all?