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The X-Files is an American science fiction drama television series created by Chris Carter. The original television series aired from September 10th 1993 to May 19th 2002 on Fox. During its original run, the program spanned nine seasons, with 202 episodes. A short tenth season consisting of six episodes ran from January to February 2016. Following the ratings success of this revival, The X-Files returned for an eleventh season of ten episodes, which ran from January to March 2018. In addition to the television series, two feature films have been released: The 1998 film The X-Files and the stand-alone film The X-Files: I Want to Believe, released in 2008, six years after the original television run ended.

The series revolves around Federal Bureau of Investigation (FBI) Special Agents Fox Mulder (David Duchovny) and Dana Scully (Gillian Anderson), who investigate the eponymous "X-Files": marginalized, unsolved cases involving paranormal phenomena. Mulder is a skilled criminal profiler, an ardent supernaturalist, and a conspiracy theorist who believes in the existence of the paranormal, whereas Scully is a medical doctor and skeptic who has been assigned to scientifically analyze Mulder's case files. Early in the series, both agents apparently become pawns in a much larger conflict and so come to trust only each other and a few select people. The agents discover what appears to be a governmental agenda to hide positive proof of the existence of extraterrestrial life. Mulder and Scully's shared adventures initially lead them to develop a close platonic bond, which by series' end develops into a complex romantic relationship. Roughly one third of the series' episodes follow a complicated mythopoeia-driven story arc about a planned alien invasion, whereas the other two-thirds may be described as "monster of the week" episodes that focus on a singular villain, mutant, or monster.

The X-Files was inspired by earlier television series featuring elements of suspense, horror, and speculative science fiction, including The Twilight Zone, Night Gallery, Tales from the Darkside, Twin Peaks, and especially Kolchak: The Night Stalker. When creating the main characters, Carter sought to reverse gender stereotypes by making Mulder a believer and Scully a skeptic. The first seven seasons featured Duchovny and Anderson relatively equally. In the eighth and ninth seasons, Anderson took precedence while Duchovny appeared intermittently. New main characters were introduced: FBI Special Agents John Doggett (Robert Patrick) and Monica Reyes (Annabeth Gish), among others. Mulder and Scully's immediate superior, Assistant Director Walter Skinner (Mitch Pileggi), began to appear regularly. The first five seasons of The X-Files were filmed in Vancouver, British Columbia, before production eventually moved to Los Angeles, apparently to accommodate Duchovny's schedule. However, the series later returned to Vancouver with the filming of The X-Files: I Want to Believe as well as the tenth and eleventh seasons.

The X-Files was a hit for the Fox network and received largely positive reviews, although its long-term story arc was criticized near the conclusion. Initially considered a cult series, it turned into a pop culture touchstone that tapped into public mistrust of governments and large institutions and embraced conspiracy theories and spirituality. Both the series itself and lead actors Duchovny and Anderson received multiple awards and nominations, and by its conclusion the show was the longest-running science fiction series in U.S. television history. The series also spawned a franchise that includes Millennium and The Lone Gunmen spin-offs, two theatrical films, and accompanying merchandise.

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[-] PaX@hexbear.net 5 points 2 months ago* (last edited 2 months ago)

I don't understand tbh

Cuz the elements in a list or what like C++ and Rust call vectors, don't necessarily have any kind of relationship to each other that can be graphed, you can use them for that but I think most uses aren't that

Or like vector processors useful to operate on data that are definitely vectors but they have plenty of uses for operating on non-geometric data

I assume I am missing the point entirely kitty-cri-potato

[-] WhyEssEff@hexbear.net 4 points 2 months ago* (last edited 2 months ago)

Matrices are essentially 2D spaces that can be filled with various data attached to the points rather than being strictly binary (something exists, something doesn't). It's a grid/graph but the points are data stores instead of realized space.

For instance, a 2D graph (represented as a table without negatives for presentation purposes) with a line x=1 could be realized as such with a binary matrix.

[ 0, 0, 0, 0 ]
[ 1, 1, 1, 1 ]
[ 0, 0, 0, 0 ]
[ 0, 0, 0, 0 ]

Instead, a matrix is more akin to a spreadsheet. values can be inserted into it, but rows and columns mean something specific (otherwise, why add another dimension?)

The rows and columns of matrices are individual vectors. When you cut out a single line of a matrix, it is a vector. A 2D index is a coordinate–[0][1] is (0, 1).

You can have a scalar (single number) operation applied across a vector (line), you can have a vector (line) operation applied along a vector (line), you can have a vector (line) operation across a matrix (grid), etc. An operation in matrix space is coordinate-sensitive, meaning, all operations apply based on the rows/columns that are specifically to be altered.

If you take a spreadsheet and double a row, all elements in the row are doubled. This operation is inherently linear. A line of numbers is altered. A row/column may not be strictly graphable as a number line or a linear outcome, but a row/column tends to represent a slice of information, and that slice of information is, individually, a vector. It is information along a line that corresponds to space (i.e. their indices).

A vector is merely a rather general data structure. It is built to adapt to the structure the user assumes on it. If indices are important, then it is a 1D space. Otherwise, it is a chain of data. You can unilaterally process a vector no matter the assumption.

However, if you have a matrix, the assumption is that coordinate space matters, coordinates represent structuring of the data. Therefore, there is a geometric aspect to how you are processing the lines.

We don't differentiate between processing the chain of data and the space containing data. The mechanism is the same. However, because operations across a structure with a coordinate space (i.e. indices) is a pre-existing concept in mathematics, we attach it to that concept. The neat thing about programming is you can abstract it away from these strict concepts and still find use for the mechanisms within it.

this post was submitted on 09 Sep 2024
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