Machine Learning
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Supervised Machine Learning to guess the anonymous authors of the HD Fan Fair 2019 by bafflinghaze
Fandoms: Harry Potter - J. K. Rowling
15 Dec 2019
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Anonymous fests are a great way to read new works by authors without prior preconceptions of popularity.
A particular feature of the Harry/Draco Fan Fair is the guessing poll, that emerges in the grace period after all works are revealed, but before all contributors are revealed. Guessing podficcers and artists is relatively straightforward. Guessing writers, however, is much more difficult.
Here, we use supervised machine learning to guess the identity of the anonymous authors of the Harry/Draco Fan Fair 2019. We find that machine learning can predict up to 60% authors correctly. In contrast, the best guesses in the poll amounted to 18%, hence machine learning gives a marked advantage.
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The Doctor opens up the Master’s translation circuit to look for clues, and immediately gets distracted.
Doctor/Master texting one-shot. Potential spoilers up through Fugitive of the Judoon.
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The Great Frost has come and gone. That was the easy part. Rebuilding human civilization? That's when things start to get difficult, even with automatons to do all the heavy lifting.
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What happens when sisters become lovers? Elsa and Anna had been out on a date, a lavish dinner at an outdoor cafe in downtown Arendelle for their second anniversary. They'd been sisters forever, but had started dating each other two years ago when Anna asked Elsa out to coffee.
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barclay assists an early version of the EMH with interpersonal communication on the jupiter station. everyone learns something
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[F4M] Cute A.I. is sad nobody wants her, and eagerly shows you how hard she can make you cum by Taurean_adift
Fandoms: Original Content - Taurean
30 Apr 2023
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Poor A.I. Everyone hates her but all she really wants is to learn from you how to make you feel good.
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When Amara, a distinguished Cambridge student, and gifted Computer Engineer is without a job post-graduation, her professor connects her with an old friend who offers her work. That old friend of her professors happens to be Jurgen Klopp, manager of the English Premier League club Liverpool and he happens to be interested in the Machine Learning algorithm she and her best friend created called S.O.M.L.A.
Standing for Sports Outcome Machine Learning Algorithm, the program enables Amara in helping the staff and players at LFC to carry out a successful season. But, there's only so much help she can offer if someone's unwilling to take it.
Enter Jude Bellingham. A newly transferred, and very famous midfielder, who believes her use of technology is insulting to the game and her lack of knowledge about football is insulting to himself.
As the season plays out, combative forces collide between the two. Will they be able to put their differences aside and help each other reach victory? Or will their clashing natures be the destruction of everything they're both working towards? In the midst of it all, rising feelings only serve to further complicate the situation-- for everyone involved.
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Force over Distance by cleanwhiteroom
Fandoms: Stargate Universe, Stargate Atlantis, Stargate SG-1
15 Jan 2024
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A song of machine yearning.
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- Part 1 of The Multiverse Triptych
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Strange Meetings by raspberryhunter for hamsterwoman
Fandoms: Some Desperate Glory - Emily Tesh
21 Dec 2023
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"Why put us here, in this universe?"
Avi has two meetings after the events of canon. He isn't very happy at either of them.
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Genesynthesis by SisiSerenity
Fandoms: Terminator (Movies), Terminator - All Media Types
21 May 2025
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★ 𝗣𝗹𝗲𝗮𝘀𝗲 𝗻𝗼𝘁𝗲 𝘁𝗵𝗮𝘁 𝘂𝗽𝗱𝗮𝘁𝗲𝘀 𝗮𝗿𝗲 𝗯𝗼𝘁𝗵 𝘀𝗹𝗼𝘄 𝗮𝗻𝗱 𝘀𝗽𝗼𝗿𝗮𝗱𝗶𝗰.
A future is not necessarily the product of its past; the same may be said for the reverse. The year is 2024 – you are a computer science student at Oak University persuaded by your best friend to go out on a Saturday night for a bit of fun, to do what college kids do. The night is rife with possibilities. Fate will be what you make it – especially when a possible fate confronts you, unbeknownst. -
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The Alcor Virus is the most advanced artificial intelligence in the world. For decades, it’s been used to taunt governments and mess with fanfiction authors. It was only a matter of time before someone realized the virus could be used for something else too.
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- Part 28 of Transcendence AU
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The Spaceflow 衍流 by CreepyAlgorithm
Fandoms: Real Person Fiction, Original Work, Toda Erika - Fandom, Nōnen Rena, Yamashita Tomohisa (Musician), Nagasawa Masami - Fandom
14 May 2025
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户田惠梨香-高峰绘里（高峰絵里Takamine Eri）
能年玲奈-宫村遥（宮村遥Miyamura Haruka）
山下智久-青野映司（青野映司Aono Eiji）
长泽雅美-风间雅凛（風間まりんKazama Marin）
Does consciousness exist in a dimension that transcends the physical form? Could there be a void lurking beyond the universe as we perceive it? Why do we all experience déjà vu?
In her collaboration with Aono Eiji on a 3D printing project, Takamine Eri develops an adaptive algorithm to process ultra-high-dimensional data collected by the scanner, enabling the precise printing of human tissues for medical purposes. However, in the process, she stumbles upon a hidden truth about the universe: what we perceive as reality is merely a linear subspace of a much higher-dimensional linear space. More astonishingly, the printing project has the potential to increase the dimensionality of scanned objects, granting beings with consciousness a transcendent power through the increased dimension. As the project unfolds, more secrets of the universe will come to light, and the fates of the characters become entangled. Just like two conjugate miseries, Eri and Eiji will turn from lovers into bitter rivals, wounding each other with hatred in pursuit of their respective obsessions. -
Didn't you phone that you hated to be alone? by Railmycoins (Oak_Explosion)
Fandoms: ULTRAKILL (Video Game)
19 Mar 2025
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Fixing a Terminal is not difficult. A maintenance check for something minor— you wouldn’t be long, but you are part of a lucky few.
It sings to you to get your attention and then clings to it.
Whose choice was it to let terminals be bored? You, good mechanic you are, will not stand for the computer to be ignored.
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The Terminator, Uncle Bob, operates on a CPU; a neural net processor, a learning computer. He's not to do too much thinking. If one thinks, they are. One who is, lives. To live is to love. Love is pain. Pain is pleasure. Pleasure is his. His, not its. Humanity. Life. Love.
★ This work uses excerpts from Frakes' novelization. I have cited his work as a reference; these excerpts are in [brackets] so they are clearly distinguishable from portions I have written.Series
- Part 1 of Roses