OpenLLM-France/wikimedia huggingface dataset:
# Autoassociative memory

Autoassociative memory, also known as auto-association memory or an autoassociation network, is any type of memory that is able to retrieve a piece of data from only a tiny sample of itself. They are very effective in de-noising or removing interference from the input and can be used to determine whether the given input is “known” or “unknown”.
In artificial neural network, examples include variational autoencoder, denoising autoencoder, Hopfield network.
In reference to computer memory, the idea of associative memory is also referred to as Content-addressable memory (CAM).
The net is said to recognize a “known” vector if the net produces a pattern of activation on the output units which is same as one of the vectors stored in it.

## Background

Standard memories (data storage) are organized by being indexed by positional memory addresses which are also used for data retrieval.
Autoassociative memories are organized in such a way that data is stored in a graph like system with connection weights based on the number of inherent associative connections between two memories which makes it possible to query it using a memory already contained in the associative memory as query-key and retrieve that memory and closely connected memories at the same time. Hopfield networks have been shown to act as autoassociative memory since they are capable of remembering data by observing a portion of that data.

### Iterative Autoassociative Net

In some cases, an auto-associative net does not reproduce a stored pattern the first time around, but if the result of the first showing is input to the net again, the stored pattern is reproduced. They are of 3 further kinds — Recurrent linear auto-associator, Brain-State-in-a-Box net, and Discrete Hopfield net. The Hopfield Network is the most well known example of an autoassociative memory.

### Hopfield Network

Hopfield networks serve as content-addressable ("associative") memory systems with binary threshold nodes, and they have been shown to act as autoassociative since they are capable of remembering data by observing a portion of that data.

### Heteroassociative memory

Heteroassociative memories, on the other hand, can recall an associated piece of datum from one category upon presentation of data from another category. For example: It is possible that the associative recall is a transformation from the pattern “banana” to the different pattern “monkey.”

#### Bidirectional associative memory (BAM)

Bidirectional associative memories (BAM) are artificial neural networks that have long been used for performing heteroassociative recall.

## Example

For example, the sentence fragments presented below are sufficient for most English-speaking adult humans to recall the missing information.
* "To be or not to be, that is _____."
* "I came, I saw, _____."
Many readers will realize the missing information is in fact:
* "To be or not to be, that is the question."
* "I came, I saw, I conquered."
This demonstrates the capability of autoassociative networks to recall the whole by using some of its parts.
# The Streetsweeper, Vol. 2

Professional ratings :
| Review scores ||
| Source | Rating |
| AllMusic | |
The Streetsweeper, Vol. 2: The Pain from the Game is the second studio album by American DJ, DJ Kay Slay, released on March 30, 2004, through Columbia Records.

## Background

The album was the follow-up to Kay Slay's The Streetsweeper, Vol. 1 released the previous year.

## Production

This album followed the same format as the last, several of hip-hop's biggest artists, including 50 Cent and Eminem, perform songs produced by prominent hip hop producers ranging from Swizz Beatz to Kanye West. Kay Slay himself does not rap on nor produce any of the songs, rather he serves as the executive producer and ad-libs on some of the songs.

## Track listing
### Notes

* signifies an additional producer.
* "Hands on the Pump" contains interpolations from "The Breakdown" by Rufus Thomas.
* "Not Your Average Joe" contains interpolations from "Ain't Nobody" by Rufus & Chaka Khan.

### Samples

* "Don't Stop the Music" samples "Don't Stop The Music" by Yarbrough & Peoples.
* "Who Gives A Fuck Where You From" contains a sample from "Transformers (Original Version)" by Anne Bryant.
* "Through Your Head" contains samples from "Didn't I (Blow Your Mind This Time)" by Regina Belle.
* "Celebrity Love" contains interpolations from the composition "Let's Do It Again" written by Curtis Mayfield.

## Chart history

| Chart (2004) | Peak position |
| US Billboard 200 | 27 |
| US Billboard R&B/Hip-Hop Albums | 10 |
# Richard Lauchert

Richard Lauchert, a German portrait painter, was born at Sigmaringen in 1823. He studied at Munich in 1839, went for improvement to Paris in 1845, and settled at Berlin in 1860. He was mostly employed by the courts of Germany, England, and Russia, and painted portraits with great taste and ability, but many of his earlier productions are inferior to those of his later period. He died at Berlin in 1868.
# SAA Supa 8 2006

The SAA Supa 8 2006 was the 32nd edition of the competition featuring the top 8-placed teams at the conclusion of the 2004–05 Premier Soccer League season and the 4th under its then sponsored name, the SAA Supa 8.
It was won by Kaizer Chiefs, who defeated Golden Arrows in the quarter-final, Moroka Swallows in the semi-final, and Supersport United in the final.
Rotson Kilambe, who scored the winner and only goal of the game for Bloemfontein Celtic in the 2005 final, repeated the feat for Chiefs, scoring in the 62nd minute.

## Teams

The following 8 teams are listed according to their final position on the league table in the previous season of the 2005–06 Premier Soccer League.
* Mamelodi Sundowns
* Orlando Pirates
* Kaizer Chiefs
* Moroka Swallows
* Silver Stars
* Golden Arrows
* SuperSport United
* Santos
# Rob Routs

Rob Routs (born 10 September 1946, Australia) is a Dutch businessman. He is a former executive of Royal Dutch Shell and has recently been appointed chairman of AEGON.

## Education

Routs received a Masters of Chemical Engineering degree from the Eindhoven University of Technology in the Netherlands in 1969. Following a research assignment at the University of Stockholm medical facility, he returned to the Technical University of Eindhoven, where he obtained a PhD in technical sciences in 1971.

## Career

He has held a number of positions at Shell, including Exploration and Production, Montreal Refinery, Scotford Refinery, Vice President Manufacturing and Distribution Shell Canada, President Shell Canada Oil Products, Head Shell International Research and Technology Services Group Oil Products, Chief Executive Equilon. After Shell acquired Texaco's ownership in Equilon he became the President and CEO of Shell Oil Products US. He was also President of Shell Oil Company US and country Chair Shell US.
Routs became a group managing director and joined the Committee of Managing Directors (now replaced by the Executive Committee) in July 2003. He was named executive director of Shell Downstream Business in 2004. He retired from this position and as a group managing director and member of the executive committee of Shell at the end of 2008. He was succeeded by Mark Williams who reported to Routs as executive vice president of supply and distribution.
In February 2009 he was selected to replace Dudley Eustace as chairman of the insurance and pension group AEGON in 2010.
In December 2010, he was appointed to the board of directors for AECOM. He will join the AECOM Board's Audit, Nominating and Governance as well as its Planning, Finance and Investments committees.

## Personal life

Routs and his wife, Janicke, have one son and five daughters. His personal interests are opera, theatre, and tennis. He speaks English, Dutch, French, German and, to a lesser degree, Swedish and Italian.
# SAA Supa 8 2007

The SAA Supa 8 2007 was the 33rd edition of the competition featuring the top 8-placed teams at the conclusion of the 2005–06 Premier Soccer League season and the 5th and final season under its then sponsored name, the SAA Supa 8.
It was won by Mamelodi Sundowns, their first win in a domestic cup since 1999.

## Teams

The following 8 teams are listed according to their final position on the league table in the previous season of the 2006–07 Premier Soccer League.
* Mamelodi Sundowns
* Silver Stars
* Moroka Swallows
* Ajax Cape Town
* Orlando Pirates
* SuperSport United
* Jomo Cosmos
* Bloemfontein Celtic
# Karjat Jamkhed Assembly constituency

Karjat Jamkhed Assembly constituency is one of the 288 Vidhan Sabha (legislative assembly) constituencies of Maharashtra state, western India. This constituency is located in Ahmednagar district.

## Geographical scope

The constituency comprises Karjat taluka and Jamkhed taluka.

## Members of the Legislative Assembly

| Year | Member | Party |
| 1962 | Eknath Nimbalkar | Indian National Congress |
| 1967 | Eknath Nimbalkar | Indian National Congress |
| 1972 | Eknath Nimbalkar | Indian National Congress |
| 1978 | Bajirao Kamble | Republican Party of India |
| 1980 | Dagadu Nikalje | Indian National Congress (U) |
| 1985 | Dagadu Nikalje | Indian National Congress |
| 1990 | Vitthal Bhailume | Indian National Congress |
| 1995 | Sadashiv Lokhande | Bharatiya Janata Party |
| 1999 | Sadashiv Lokhande | Bharatiya Janata Party |
| 2004 | Sadashiv Lokhande | Bharatiya Janata Party |
| 2009 | Ram Shinde | Bharatiya Janata Party |
| 2014 | Ram Shinde | Bharatiya Janata Party |
| 2019 | Rohit Pawar | Nationalist Congress Party |
| 2024 | Rohit Pawar | Nationalist Congress Party (SP) |

## Election results
### 2024

2024 Maharashtra Legislative Assembly election: Karjat Jamkhed :
| Party | Party | Candidate | Votes | % |
| | NCP-SP | Rohit Rajendra Pawar | 1,27,676 | 48.54% |
| | BJP | Ram Shinde | 1,26,433 | 48.06% |
| | Independent | Rohit Chandrakant Pawar | 3,489 | 1.33% |
| | VBA | Somnath Bhailume | 1,251 | 0.48% |
| | RPI(A) | Karan Chavan | 720 | 0.27% |
| | BSP | Dattatray Sonwane | 594 | 0.23% |
| | AIFB | Ram Narayan Shinde | 392 | 0.15% |
| | NOTA | None of the Above | 601 | 0.23 |
| Majority | Majority | Majority | 1,243 | 0.47% |
| Turnout | Turnout | Turnout | 2,63,050 | 74.97% |
| | NCP-SP gain from BJP | NCP-SP gain from BJP | Swing | |

### 2019

2019 Maharashtra Legislative Assembly election: Karjat Jamkhed :
| Party | Party | Candidate | Votes | % |
| | NCP | Rohit Rajendra Pawar | 135,824 | 56.98 |
| | BJP | Ram Shinde | 92,477 | 38.80 |
| Majority | Majority | Majority | 43,347 | |
| Turnout | Turnout | Turnout | 2,38,360 | 74.29 |
| | NCP gain from BJP | NCP gain from BJP | Swing | |
# Eagles (2012 film)

Eagles (Hebrew title: Hebrew: נבלות, romanized: Nevelot) is a 2012 Israeli drama film directed by Dror Sabo [he] based on the novella Scums (Hebrew: נבלות) by Yoram Kaniuk. It is the re-release of the 2010 Israeli 5-part TV miniseries with the same name aired by Hot Telecom.
In 2011 the miniseries won the Award of the Israeli Television Academy in the category "Best TV Movie, Miniseries or Drama".

## Plot

Two elderly war veterans, Efraim and Moshka become vigilantes in Tel-Aviv.

## Cast

* Noa Barkai [he] as Dina
* Yehoram Gaon as Moshka
* Yossi Polak [he] as Efraim

## American remake attempts

There were two attempts at American remakes, in which the heroes were planned to be two Vietnam War veterans. At first it was sold to HBO network in 2015, to be directed by Alan Poul. In 2018 Apple ordered the remake starring Richard Gere, but cancelled it in 2019.
# Anna Diop

Mame-Anna Diop (born February 6, 1988) is a Senegalese actress and model. Her first major roles were as a series regular on The CW supernatural mystery The Messengers (2015) and the Fox thriller 24: Legacy (2017). Diop achieved further prominence for portraying Kory Anders / Starfire on the DC Universe / HBO Max series Titans from 2018 to 2023. Outside of television, she headlined the psychological thriller film Nanny (2022).

## Biography

Diop was born in Senegal and moved to the United States at the age of six. She moved to New York at the age of 16 to pursue a career in acting and modeling. In 2006, she made her television debut in a recurring role on Everybody Hates Chris. In the following years, she guest starred on Lincoln Heights, Whitney, and Touch. Diop had a role in the 2013 film The Moment. In 2015, Diop starred as Rose Arvale in the short-lived supernatural drama series The Messengers. Later that year, she appeared in the thriller series Quantico and was cast in a recurring role on Oprah's drama series Greenleaf. In 2017, Diop was a series regular in the series 24: Legacy. In the DC Universe superhero series Titans (2018–2023), Diop plays the extraterrestrial princess and heroine Starfire. In 2018, Diop was cast in the horror film Us directed by Jordan Peele.
On October 16, 2022, Diop was given the Spotlight Award at the Newport Beach Film Festival.

## Filmography
### Film

| Year | Title | Role | Notes |
| 2011 | Second Date Roxy | Layla Tase | Short |
| 2013 | The Moment | Hawa | |
| 2013 | While Expecting Cassius | Angela | Short |
| 2013 | Mingle | Jennie | TV movie |
| 2013 | Double Negative | Laila | Short |
| 2016 | Message from the King | Becca | |
| 2017 | The Keeping Hours | Kate | |
| 2019 | Us | Rayne Thomas/Eartha | |
| 2021 | Something About Her | Anna | |
| 2022 | Nanny | Aisha | |
| 2023 | The Book of Clarence | Varinia | |
| TBA | The Man In My Basement | Narciss Gully | Post-production |

### Television

| Year | Title | Role | Notes |
| 2006–08 | Everybody Hates Chris | Diedra | Recurring cast: season 2-3 |
| 2007 | Lincoln Heights | Sharon | Episode: "Suspicion" |
| 2011 | Whitney | Waitress | Episode: "First Date" |
| 2012 | Southland | Girl | Episode: "Wednesday" |
| 2013 | Touch | Lila James | Episode: "Perfect Storm" |
| 2015 | The Messengers | Rose Arvale | Main cast |
| 2015 | Quantico | Mia | Episode: "Found" & "Over" |
| 2016 | Greenleaf | Isabel | Recurring cast: season 1 |
| 2016–17 | 24: Legacy | Nicole Carter | Main cast |
| 2018 | Bosch | Desiree Zealy | Recurring cast: season 4 |
| 2018–2023 | Titans | Koriand'r / Kory Anders | Main cast, billed as "Mame-Anna Diop" for season 3 & 4 |
# Korean Air Lines Flight 015

Korean Air Lines Flight 015 was a Boeing 747-200 operating a scheduled passenger flight from Los Angeles International Airport, in Los Angeles, California, to Gimpo International Airport in Seoul, South Korea with an intermediate stop in Anchorage, Alaska, that crashed while attempting to land on 19 November 1980. Of the 226 passengers and crew on board, 15 were killed in the accident. The aircraft was damaged beyond repair.

## Accident

The wind was calm with a visibility of 1,000 m in fog as the Korean Air Lines 747 made its approach to Runway 14 at Gimpo International Airport. The pilot reported trouble with the controls shortly before the aircraft touched down 90 metres short of the threshold and contacted an embankment slope. The aircraft's cargo compartment was ruptured after the main landing gear were pushed into it. Flight 015 slid down the runway on its belly and a fire broke out. The aircraft was evacuated but six crew and nine passengers were killed in the accident and four passengers had serious injuries.

## Cause

Crashed short of runway due to crew error in low visibility weather.
# The Source (1918 film)

The Source is a lost 1918 American drama silent film directed by George Melford and written by Monte M. Katterjohn and Clarence Budington Kelland. The film stars Wallace Reid, Ann Little, Theodore Roberts, Raymond Hatton, James Cruze, Noah Beery, Sr. and Nina Byron. The film was released on September 8, 1918, by Paramount Pictures.

## Plot

As described in a contemporary newspaper, the story is about a bad man who finds his way based on the disdain of a lovely young girl.

## Cast

* Wallace Reid as Van Twiller Yard
* Ann Little as Svea Nord
* Theodore Roberts as Big John Beaumont
* Raymond Hatton as Pop Sprowl
* James Cruze as Langlois
* Noah Beery, Sr. as John Nord
* Nina Byron as Ruth Piggins
* Charles West as Paul Holmquist
* Gustav von Seyffertitz as Ekstrom
* Charles Ogle as 'Sim-Sam' Samuels (*Charles Stanton Ogle)
# Lee Seung-hun

Lee Seung-hun (born 5 February 1938) is a former South Korean cyclist. He competed in the individual road race and team time trial events at the 1960 Summer Olympics.
# Bernadetta Matuszczak

Bernadetta Matuszczak (10 March 1937 – 3 September 2021) was a Polish composer. She was born in Toruń, Poland, and studied with Zygmunt Sitowski for music theory and with Irena Kurpisz-Stefanowa for piano at the State Higher School of Music in Poznań. Later she studied with Tadeusz Szeligowski and Kazimierz Sikorski for composition at the State Higher School of Music in Warsaw (now the F. Chopin Academy of Music). She continued her education in composition with Nadia Boulanger in Paris. After completing her studies, she worked as a composer. Her works have been performed internationally.

## Honors and awards

* Prize from the Young Polish Composers' Competition, Association of Polish Composers (1965)
* Prizes from the Grzegorz Fitelberg Competition for Composers (1966)
* Jeunesses Musicales Competition (1967)
* Prix Italia for radio opera-oratoria (1973, 1979)

## Works

Selected works include:
* Septem Tubae, 1969
* Juliet and Romeo, chamber opera, 1972
* Diary of a Fool, opera monodrama, 1976
* Musica da camera per 3 flauti, 4 timpani e 5 tom-toms (1967)
* Humanae voces, (1970–71)
* Apocalypsis according to St. John, (1976–77)
* Ballet Miniatures for orchestra (1985)
* Notturno - Karol Szymanowski in memoriam in tres partes per cello solo (1987)
* Canticum polonum per archi (1987)
* By Night at the Old Town, pantomime based on Isaac Leib Peretz for solo voices, choir and symphony orchestra (1988)
# Neoepilobocera

Neoepilobocera gertraudae is a species of cave-dwelling crab from Cuba.

## Classification

The species was first described by Gerhard Pretzmann as Epilobocera gertraudae in 1965. N. gertraudae is classified in the family Pseudothelphusidae, and is the only species in the genus Neoepilobocera. It is considered by some authorities to be synonymous with the widespread Epilobocera cubensis.

## Distribution

It is only found in karstic caves in Viñales and nearby parts of Pinar del Río Province, Cuba.

## Description

Neoepilobocera gertraudae differs from the other freshwater crabs of Cuba, all in the genus Epilobocera, by its longer legs and paler coloration, both of which are adaptations to living in caves. It is smaller than Epilobocera, reaching a carapace length of only 31 millimetres (1.2 in), and with a flattened body.
# Persesa Sampang

Persatuan Sepakbola Sampang (simply known as Persesa Sampang) is an Indonesian football club based in Sampang Regency, East Java. They currently compete in the Liga 4.
# Liu Shuahe

Liu Shuahe (Chinese: 劉耍和; pinyin: Liú Shuǎhé; Wade–Giles: Liu$^2$ Shua$^3$-ho$^2$) was a popular Chinese yuanben (or zaju) actor of the late Jin dynasty (1115–1234) who was active in the first half of the 13th century. He was a group leader of the Court Entertainment Bureau, and some yuanben and zaju plays were written about him.
Du Renjie (杜仁傑) in his sanqu Zhuangjia bushi goulan (莊家不識枸欄) referred to him as a "legendary celebrity". A source mentioned a great male actor surnamed Liu during the early Yuan dynasty who was good at kefan, or comedy skills, but it's unclear whether he was indeed Liu Shuahe.
Liu Shuahe's sons-in-law Hua Lilang (花李郎) and Hongzi Li Er (紅字李二) were both actors-turned-playwrights.
# Physophoridae

Physophoridae is a family of siphonophores.

## Systematic list

* Genus Physophora Forsskål, 1775
** Physophora hydrostatica Forsskål, 1775
** Physophora gilmeri Pugh, 2005
# Journal to Eliza

Journal to Eliza is a work by British author Laurence Sterne. It was published posthumously in 1904. It is written as a diary, but was supposedly intended as a love letter to Eliza Draper. Sterne accurately predicted that it would be published long after the deaths of both himself and Draper.

## Composition history

Sterne wrote it in the summer of 1767, as he neared the end of his life. At that time he was also writing A Sentimental Journey through France and Italy, where the 'little picture of Eliza' that Yorick wears around his neck is mentioned at the outset.
The journal is in the form of a diary-cum-letter and was inspired by his deep affection for Mrs. Elizabeth Draper whom he had met when she visited England in 1765–1767. She was the 22 year old wife of an East India Company official and sister of Rawson Hart Boddam. Her husband had brought her to recuperate from illness. Given both parties were already married, the relationship was regarded as scandalous.

## Analysis

The author adopts the pseudonym Parson Yorick, who previously appeared in his two best known novels, The Life and Opinions of Tristram Shandy, Gentleman and A Sentimental Journey through France and Italy. In Tristram Shandy we are told that the parson is related to the famous, fictional jester Yorick whose skull is disinterred in William Shakespeare's Hamlet: "It has often come into my head, that this post could be no other than that of the king's chief Jester;—and that Hamlet's Yorick, in our Shakespear, many of whose plays, you know, are founded upon authenticated facts,—was certainly the very man."
In a second example of the author's playfulness with names, Sterne and Eliza receive the pet names ‘Bramin’ and ‘Bramine’ throughout. Given the Brahmin Hindu priestly caste is renowned for austerity and wisdom, Sterne thereby draws attention to his real-life role as a priest. Simultaneously, Eliza's epithet Bramine highlights her connections with India. This playful religious name-calling serves to remind us that Sterne was an Anglican clergyman. Remembered now for his fiction, in his day more copies of his sermons were published than of his novels.
There is characteristically Sternian ambiguity in the Journal concerning whether it was written as a private extended love letter to Elizabeth Draper, or was intended for publication as literature. It appears to be both autobiographical and an imaginative work of fiction, and Sterne says he is writing for posterity: "...when You and I are at rest for ever— Some Annotator or explainer of my works in this place will take occasion, to speak of the Friendship which Subsisted so long and faithfully betwixt Yorick and the Lady he speaks of."