OpenLLM-France/wikimedia huggingface dataset:
# Inverted Dirichlet distribution

In statistics, the inverted Dirichlet distribution is a multivariate generalization of the beta prime distribution, and is related to the Dirichlet distribution. It was first described by Tiao and Cuttman in 1965.
The distribution has a density function given by
    $p\left(x_{1},\ldots ,x_{k}\right)={\frac {\Gamma \left(\nu _{1}+\cdots +\nu _{k+1}\right)}{\prod _{j=1}^{k+1}\Gamma \left(\nu _{j}\right)}}x_{1}^{\nu _{1}-1}\cdots x_{k}^{\nu _{k}-1}\times \left(1+\sum _{i=1}^{k}x_{i}\right)^{-\sum _{j=1}^{k+1}\nu _{j}},\qquad x_{i}>0.$
The distribution has applications in statistical regression and arises naturally when considering the multivariate Student distribution. It can be characterized by its mixed moments:
    $E\left[\prod _{i=1}^{k}x_{i}^{q_{i}}\right]={\frac {\Gamma \left(\nu _{k+1}-\sum _{j=1}^{k}q_{j}\right)}{\Gamma \left(\nu _{k+1}\right)}}\prod _{j=1}^{k}{\frac {\Gamma \left(\nu _{j}+q_{j}\right)}{\Gamma \left(\nu _{j}\right)}}$
provided that $q_{j}>-\nu _{j},1\leqslant j\leqslant k$ and $\nu _{k+1}>q_{1}+\ldots +q_{k}$.
The inverted Dirichlet distribution is conjugate to the negative multinomial distribution if a generalized form of odds ratio is used instead of the categories' probabilities- if the negative multinomial parameter vector is given by $p$, by changing parameters of the negative multinomial to $x_{i}={\frac {p_{i}}{p_{0}}},i=1\ldots k$ where $p_{0}=1-\sum _{i=1}^{k}p_{i}$.
T. Bdiri et al. have developed several models that use the inverted Dirichlet distribution to represent and model non-Gaussian data. They have introduced finite and infinite mixture models of inverted Dirichlet distributions using the Newton–Raphson technique to estimate the parameters and the Dirichlet process to model infinite mixtures. T. Bdiri et al. have also used the inverted Dirichlet distribution to propose an approach to generate Support Vector Machine kernels basing on Bayesian inference and another approach to establish hierarchical clustering.
# Wretch

Wretch may refer to:
* Wretch (album), a 1991 album by Kyuss
* Wretch (website), a Taiwanese web log community
* The Wretch, a 2003 comic book by Phil Hester
* "Wretch", a song from the 2008 Protest the Hero album Fortress
* "Wretch", 2019 single by Autoheart
# Wuji Baifeng Wan

Wuji Baifeng Wan (simplified Chinese: 乌鸡白凤丸; traditional Chinese: 烏雞白鳳丸) is a blackish-brown pill used in Traditional Chinese medicine to "replenish qi and blood, regulate menstruation and arrest excessive leukorrhea". It is slightly aromatic and tastes sweet and slightly bitter. It is used in cases where there is "deficiency of both qi and blood marked by emaciation and general feebleness, aching and limpness of loins and knees, disorders of menstruation with abnormal uterine bleeding and excessive leukorrhea". The binding agent of the pill is honey. The word Wuji Baifeng Wan translates to: Black Chicken White Phoenix Pill.

## Chinese classic herbal formula

| Latin name | Chinese (S) | Pinyin | English | Grams |
| Pullus cum Osse Nigro (with feathers, claws and intestines removed) | 乌鸡 | Wu Ji | Dark-boned and dark-skinned chicken | 640 |
| Colla Cornus Cervi | 鹿角胶 | Lu Jiao Jiao | Deer antler glue | 128 |
| Carapax Trionycis | 鳖甲 (炙) | Bie Jia (Zhi) | Tortoise shell (dorsal side) (processed) | 64 |
| Concha Ostreae | 牡蛎 (煅) | Mu Li (Duan) | Oyster shell (calcined) | 48 |
| Ootheca Mantidis | 桑螵蛸 | Sang Piao Xiao | Mantis egg case | 48 |
| Radix Ginseng | 人参 | Ren Shen | Ginseng root | 128 |
| Radix Astragali | 黄芪 | Huang Qi | Astragalus root | 32 |
| Radix Angelicae Sinensis | 当归 | Dang Gui | Chinese angelica root | 144 |
| Radix Paeoniae Alba | 白芍 | Bai Shao | White peony (peeled root) | 128 |
| Rhizoma Cyperi | 香附 (醋制) | Xiang Fu | Cyperus rhizome (processed with vinegar) | 128 |
| Radix Asparagi | 天冬 | Tian Men Dong | Asparagus root | 64 |
| Radix Glycyrrhizae | 甘草 | Gan Cao | Chinese liquorice root | 32 |
| Radix Rehmanniae | 生地黄 | Sheng Di Huang | Rehmannia root | 256 |
| Radix Rehmanniae Preparata | 熟地黄 | Shu Di Huang | Rehmannia root, st | 256 |
| Rhizoma Chuanxiong | 川芎 | Chuan Xiong | Chuanxiong rhizome | 64 |
| Radix Stellariae | 银柴胡 | | Stellaria root | 26 |
| Radix Salviae Miltiorrhizae | 丹参 | Dan Shen | Salvia miltiorrhiza root | 128 |
| Rhizoma Dioscoreae | 山药 | Shan Yao | Yam rhizome | 128 |
| Semen Euryales (stir-baked) | 芡实 (炒) | | Euryale pollen | 64 |
| Cornu Cervi Degelatinatum | 鹿角霜 | | | 48 |
# Wujia

Wujia may refer to:
* Wujia Community (吴家社区), Huazhou Subdistrict
* Wujia River, a river in the Inner Mongolia of China
* Wujia Town (五甲镇), Tongzhou, Nantong
* Wujia Town (五家镇), Yuanbaoshan District
* Wujia Town (乌家镇), Hepu County, Beihai, Guangxi, China
* Wujia Town (吴家镇), Fucheng, Mianyang
* Wujia Town (吴家镇), Panshan County
* Wujia Town (吴家镇), Rongchang, Chongqing
* Wujia Township (五家乡), Dongxiang Autonomous County
* Wujia Township (伍家乡), Wujiagang, Yichang
* Wujia Village (五甲村), Yaxi, Shandong
* Wujia Village (伍家村), Langtang, Hunan
* Wujia Village (吴家村), Beisong
* Wujia Village (吴家村), Cha'ensi, Xiangtan
* Wujia Village (吴家村), Gaocheng, Dengfeng, Zhengzhou, Henan Province, China
* Wujia Village (吴家村), Huazhou Subdistrict
* Wujia Village (吴家村), Lijia Township, Qingliu, Fujian Province, China
* Wujia Village (吴家村), Meijiang, Lianyuan
* Wujia Village (吴家村), Qixingjie
* Wujia Village (吴家村), Zilong, Lengshuijiang, Loudi, Hunan Province, China
* Wujia Village (吴贾村), Beiwangli
* Wujia Village (五甲里), Guanmiao District, Tainan, Taiwan
* Cianjhen Senior High School metro station, of which name of secondary station is Wujia
# Wyman Meinzer

Wyman P. Meinzer is a photographer from Benjamin, Texas. In a review of 'Texas Lost', The Dallas Morning News said Meinzer "just might be the best nature photographer in Texas. He has had more than 250 magazine cover photos published. He also has 17 photography books published. George W. Bush named him state photographer of Texas in 1997. As of 1997, Meinzer taught photography at Texas Tech and hunted coyotes and bobcats in the winter months. Meizner's photos illustrate Texas Past: Enduring Legacy (Texas Parks and Wildlife Press) written by Andrew Sansom.

## Selected bibliography

* 6666: Portrait of a Texas Ranch
* Texas Rivers
* Canyons of the Texas High Plains
* Between Heaven and Texas
* Between Heaven and Texas
* Coyotes in the Rolling Plains of Texas
* Photographing Coyotes (1995)
* The Coyote in Southwestern Folklore

## Other work

* Meinzer, Wyman (1993). "Beep! Beep! Better pull over, folks – it's the roadrunner". Smithsonian 23: 58.Meinzer, Wyman (1993). "Beep! Beep! Better pull over, folks – it's the roadrunner". Smithsonian. 23: 58.
* Coy F. Harris (ed.), Windmill Tales, Wyman Meinzer, Texas Tech Press
* Graves, John; Wyman Meinzer (2002). Texas Rivers. University of Texas Press. p. 79. ISBN 978-0-292-70198-4.
# Wyman Power Station

Wyman Power Station (known colloquially as CMP) is an oil-fired power station in Yarmouth, Maine, United States. Situated on the town's Cousins Island, the facility was completed in 1957. It is named for William Frizzell Wyman, the former president of Central Maine Power (CMP) and the son of its co-founder, Walter Scott Wyman.
The facility has four steam turbine units, the most recent of which, with its 421-foot chimney, went online in 1978.
Because it burns costly Number 6 residual fuel, the plant has largely been used as a peaking power plant, fired up only when another big plant goes offline, or when very hot or cold weather spikes the region's demand for energy. With $2 million in annual revenue for the town, it is Yarmouth's largest property taxpayer. In the 1980s, it paid half of the town's tax burden; as of 2012, however, it covered less than 8%.
A 16.2 megawatt battery storage capacity was added to the station in 2016.
# Wright SRM

The Wright SRM (Son of Route Master) is a twin-axle double-decker bus body manufactured by Wrightbus in 2016, designed for the Volvo B5LH and Volvo B5LHC hybrid chassis.
The design is based on the New Routemaster, sharing the majority of body panels up to the rear quarter section but having no second staircase or third door. It was designed with provincial bus operators in mind, rather than being exclusively for bus operators in London. Despite this, all those produced have only been used in London.

## Design

The Wright SRM is styled like the New Routemaster with a tall wrap-around windscreen, an upper deck double-curvature windscreen and an arched roof - however Transport for London (TfL) have had no involvement with designing the Wright SRM.

## Orders

The first six Volvo B5LHs entered service with London Sovereign on route 13 in September 2016. They were transferred to route 183 in April 2017 owing to a boarding problem.
A further two were completed to TfL specification on Volvo B5LHC chassis in 2016, featuring roof-mounted pantograph chargers that can charge the B5LHC's batteries when attached to Volvo 'OppCharge' opportunity charging gantries. One was retained by Volvo Buses in Sweden for further trials before being delivered to London; both commenced trial service with London Central on route 37 in 2018, however they entered service on the 37 as hybrid electric buses after TfL abandoned plans to install opportunity charging gantries at the 37's termini at Peckham bus station and Putney Heath, stating there was insufficient space at both.
The only SRMs produced were built in 2016, at the time of the model's launch. The model remained available for order right up until Wrightbus entered administration in 2019, although no further examples were built.
# Wright Solar Fusion

The Wright Solar Fusion was a type of low floor articulated bus body built on the Scania L94UA chassis by Wrightbus. It was the articulated version of the Wright Solar. Only 11 were produced with Nottingham City Transport purchasing five, Go North East purchasing four and First Manchester and Doig's of Glasgow one each.
The Solar Fusion shares a similar bodywork style to the Wright Eclipse Fusion with the main differences being the window and seating before the rear exit doors, and the full rear window due to the transverse engine of the Scania L94 chassis, rather than the vertically mounted fitted to the B7LA chassis.
A First Manchester Solar Fusion was involved in an accident in 2016 on the M60 motorway. Although there were no casualties, the bus was later scrapped after being stored at Manchester's Oldham depot.
One of Nottingham City Transport's Solar Fusions was preserved by Nottingham Heritage Vehicles, while another was converted into a static library for the Alderman Pounder Infant School in Chilwell.
# XHTF-FM

XHTF-FM is a radio station on 100.3 FM in Monclova, Coahuila, known as Estéreo Tiempo.

## History

XHTF received its concession on February 16, 1982. It was owned by Humberto Medina Ainslie with an ERP of 10 kW. It was sold to Martínez Ramón in 1986.
# XHTEKA-FM

XHTEKA-FM is a radio station on 91.7 FM in Juchitán de Zaragoza, Oaxaca, Mexico. It is part of CMI, the media company owned by the López Lena family, and known as Radio Teka.

## History

XECA-AM 1480, based in Ciudad Ixtepec, received its concession on March 19, 1960 and signed on eight days later. It was owned by José Becerra Flores. It was sold to Bertha Cruz Toledo de López Lena in 1982 and moved to 1430 kHz. It moved again to 1030 and to Juchitán, this time as 500-watt XETEKA-AM, in January 1996.
XETEKA received approval to migrate to FM in 2010.
# XHUAR-FM

XHUAR-FM (106.7 MHz) is a Rock En Español and News radio station licensed to Ciudad Juárez, Chihuahua, owned by IMER (Instituto Mexicano de la Radio), Mexico's public radio network. Like the public radio stations in the United States, IMER presents a variety of discussion and music programs.
XHUAR-FM broadcasts three channels in HD.

## History

XHUAR-FM signed on July 1, 1986, as "Estéreo Norte" with the remit of offering a Mexican alternative to the Americanized media of the area. By the early 1990s it was offering ballad music, which changed to rock in 1993. Meanwhile, speech programs diminished on XHUAR's broadcast day.
In 1996, the station adopted the Órbita name and format then in use on IMER's XHOF-FM in Mexico City. The station went 24 hours in 1999.
The concession for XHUAR-FM lapsed effective April 13, 2023, due to failure to file a timely renewal. The Federal Telecommunications Institute granted a new concession, which initially bore the template call sign XHCPDN-FM, which was changed back to XHUAR-FM along with those for five other stations whose concessions had lapsed and were reawarded.
# Wpływologia

"Wpływologia" ("influenceology") is a Polish term that is sometimes used within the history and theory of literature, the history and theory of art, the history and theory of music, and even within general history. The term expresses skepticism about exaggerated attempts at tracking down alleged "influences" among artists, scholars, and their respective works.

## History

The term wpływologia was formed from the Polish wpływ ("influence") and from -logia, a Greek-derived suffix meaning "science."
The term was coined after World War I by Polish literary critic Adam Grzymała-Siedlecki. (According to Karol Irzykowski, its author was actually the prominent author and translator Tadeusz Boy-Żeleński.) The neologism immediately won currency among Polish scholars and literary critics due to the anti-positivist turn that the humanities had taken in the early 20th century.
The term wpływologia made light of certain positivist practices that had been common in the 19th-century humanities. Positivist history of literature had posited that the study of literature may be regarded as scientific only when it deals with facts, and that scientific analysis must formulate general laws. Positivist analysis saw these laws as being embodied in "influences" ("wpływy") obtaining among various writers and their works.
This view had led some positivist-influenced literary historians to propose outlandish theories concerning "influences" on specific literary works. Even the greatest masterpieces had sometimes been seen as mere recombinations of influences derived from earlier works, rather than as independent works in their own right.
# Wumatang railway station

Wumatang railway station (simplified Chinese: 乌玛塘站; traditional Chinese: 烏瑪塘站) is a station on the Chinese Qinghai–Tibet Railway.
# Xihui Formation

The Xihui Formation is located in Ganxian County. Jiangxi Province and has been dated to the Neoarchean period.
# Xihuayuan Subdistrict

Xihuayuan Subdistrict (simplified Chinese: 西花园街道; traditional Chinese: 西花園街道) may refer to these subdistricts in China:
* Xihuayuan Subdistrict, Yinchuan, in Xixia District, Yinchuan, Ningxia
* Xihuayuan Subdistrict, Datong, in Yungang District, Datong, Shanxi
# Xuân Hòa, Cao Bằng

Xuân Hòa is a township (thị trấn) and capital of Hà Quảng District, Cao Bằng Province, Vietnam.
# YSII

YSII or Ys II may refer to:
* Ys II: Ancient Ys Vanished – The Final Chapter, a 1988 video game
* NAMC YS-11, a commercial airliner
* Saibai Island Airport, Saibai Island, Queensland, Australia
* the second Ys anime series
# YSI

YSI may refer to:
* YouSendIt, an online site providing sending of large files
* Young Social Innovators, a project-based competition for schools in the Republic of Ireland
* YSI Inc., a brand of sensors and software for Xylem, Inc.
* YSi, a silicide composed of yttrium and silicon
* Parry Sound/Frying Pan Island-Sans Souci Water Aerodrome (IATA code: YSI), a Canadian airport
# Xyrosaris obtorta

Xyrosaris obtorta is a moth of the family Yponomeutidae. It is known from the Rodrigues island of the Republic of Mauritius in the Indian Ocean.
# Xyroptila vaughani

Xyroptila vaughani is a moth of the family Pterophoridae. The species was described by Thomas Bainbrigge Fletcher in 1909. It is found in Sri Lanka and India.
The larvae probably feed on the fruit of Dimorphocalyx glabellus.
# Yahya Kemal College

The Yahya Kemal College is the first private high school in Skopje, North Macedonia. The high school was established in 1996 and bears the name of the great Turkish writer and poet Yahya Kemal Beyatlı, who was born in Skopje in 1884 and was one of the most eminent figures in Turkish literature. Shortly after the inauguration the school obtained the interest and appreciation of Macedonian people, because of the achievements and awards it gathered. The Turkish College, as it is popularly known, offers education at primary and high school level and is bestowed with the title of 'first and biggest private educational institution' in North Macedonia. The number of enrolled students increases for few times each year. The college has six branches: in Avtokomanda (established 1996), Gostivar (established 1999), Struga (established 2002), Butel (established 2007), Strumica (established 2010), and Bogovinje, Tetovo (established 2011).

## Education system

Yahya Kemal College is a co-educational, English medium, day school whose curriculum corresponds to that of the Turkish Anatolian Science High Schools curriculum. Yahya Kemal Junior School follows the state curriculum enriched with extra IT and English language classes. Four languages (English, Macedonian, Turkish and Albanian) are used in lessons; three are taught as mother tongue classes (Macedonian, Albanian and Turkish). During the first year of the four-year high school education, students are given intensive English and Turkish courses. As a result of this policy, the students are able to learn and speak both languages fluently. The results obtained by the students in the international language exams like TOEFL and TOMER are a clear indication of this success.

## Enrollment policy

A school entrance exam is conducted every year to select the students to be enrolled at Yahya Kemal College. The students who succeed getting the first places in this exam earn the right of admission. The primary school, Yahya Kemal Junior, enrolls students without an entrance exam.
# Xwax

xwax is an open-source vinyl emulation software. It was initially developed in 2006 as proprietary software. In May 2007 xwax was licensed under the GPL-2.0-only, making it the first open source software of this kind.
Unlike the software supplied with some proprietary packages for vinyl emulation, xwax is hardware independent. Notably, it can be used with the audio device and timecode recordings supplied with the Scratch Live program, and older versions of the Traktor Scratch program, and the audio interface supplied with the original Final Scratch.
The xwax source code is used to decode timecodes for vinyl control in Mixxx and is also used in the PiDeck project on the Raspberry Pi.

## Features

* Separated processes of the interface from the external decoder.
** The benefit of this separation is that should a faulty track be loaded and crash the only thing affected is the decoder. The primary xwax interface will still be up and usable.
** An external decoder also allows you to play what ever digital audio encoding you wish to use.
* MIDI controller support
** 1.2 was the first version to introduce midi controller support, allowing the user to manipulate cue points with the Dicer DJ controller from Novation
* A fully scalable UI that makes xwax suitable for high resolution displays.
* A "software pre-amp" that allows you to use an un-amplified turntable output with xwax without a hardware preamplifier.
# Yalek

Yalek was an underslip, a ladies garment older than 500 years of the Indian subcontinent. Yalek was a long vest type undergarment, sticking to the body, and the length was down to ankles. The ladies wore Yalek underneath the gowns and other costumes. Both Hindus and the Muslim ladies wore similar dresses except few changes.
# Yadanarbon F.C.–Yangon United F.C. rivalry

The rivalry between Yadanarbon F.C. and Yangon United F.C. is a notable rivalry in Myanmar football as both clubs are recognised as having great history and traditions. Although the two clubs have frequently been in the same division as each other since 2009, the rivalry has largely arisen before 2009. The rivalry has been noted for on-field trouble, particularly the contests in 2009, culminating in 2014 and 2015.

## Origins

In 2009 MNL Cup, Yangon United met Yadanarbon drew 2–2 for first time ever. In 2009 MNL Cup final, they met again. They drew 2–2 again and Yadanarbon won in penalty(4–1). Yadanarbon won their first time ever MNL Cup Champion.

### Football rivalry

See also: Yadanarbon F.C. and Yangon United F.C.
Both clubs have enjoyed periods of dominance over Myanmar Football. Yadanarbon dominated Myanmar Football from 2009 to 2011, winning 2 MNL league championships and 1 AFC President's Cup. Likewise, Yangon United dominated Myanmar Football from 2011 to 2015,winning 4 league championships and 1 MFF Cup. During their respective period of dominance both clubs enjoyed several seasons in which they won multiple trophy in domestic and AFC President's Cup.

## Honours

| Team | League | MNL Cup | MFF Cup | AFC President Cup | AFC Champions League | AFC Cup | Club total |
| Yadanarbon | 4 | 1 | 0 | 1 | 0 | 0 | 6 |
| Yangon United | 5 | 0 | 2 | 0 | 0 | 0 | 7 |
| Total | 9 | 1 | 2 | 1 | 0 | 0 | 13 |
    Table correct as of 28 March 2019

## Player Transfer

| Date | Name | From | To | Fee |
| December 2013 | Kaung Sithu | Yangon United F.C. | Yadanarbon F.C. | 50 million Ks |
| December 2013 | Yan Aung Win | Yangon United F.C. | Yadanarbon F.C. | 50 million Ks |
| December 2014 | Sithu Aung | Yangon United F.C. | Yadanarbon F.C. | 80 million Ks |
| December 2014 | Zaw Min Tun | Yadanarbon F.C. | Yangon United F.C. | Free |
| December 2016 | Kekere Moukailou | Yadanarbon F.C. | Yangon United F.C. | Free |

## Meet in MNL Season

| Season | Home | Score | Away |
| 2009 | Yangon United | 1–2 | Yadanarbon |
| 2009 | Yadanarbon | 0–2 | Yangon United |
| 2010 | Yangon United | 4–1 | Yadanarbon |
| 2010 | Yadanarbon | 0–0 | Yangon United |
| 2011 | Yangon United | 2–1 | Yadanarbon |
| 2011 | Yadanarbon | 0–3 | Yangon United |
| 2012 | Yangon United | 2–2 | Yadanarbon |
| 2012 | Yadanarbon | 1–1 | Yangon United |
| 2013 | Yangon United | 2–2 | Yadanarbon |
| 2013 | Yadanarbon | 1–1 | Yangon United |
| 2014 | Yadanarbon | 1–0 | Yangon United |
| 2014 | Yangon United | 2–2 | Yadanarbon |
| 2015 | Yadanarbon | 2–3 | Yangon United |
| 2015 | Yangon United | 2–3 | Yadanarbon |
| 2016 | Yadanarbon | 3–2 | Yangon United |
| 2016 | Yangon United | 1–2 | Yadanarbon |
| 2017 | Yangon United | 2–1 | Yadanarbon |
| 2017 | Yadanarbon | 3–0 | Yangon United |
| 2018 | Yangon United | 3–3 | Yadanarbon |
| 2018 | Yadanarbon | 1-2 | Yangon United |
| 2019 | Yadanarbon | 3–2 | Yangon United |
| 2020 | Yadanarbon | 1-3 | Yangon United |
# Yadang Station

Yadang Station (Korean: 야당역) is a railway station on the Gyeongui–Jungang Line of the Seoul Metropolitan Subway outside Seoul, South Korea.

## Connections

* G7426
* 567
* 600
* 80
* 075
* 076
* 081
* 083
* 084
* 084 (심야)
* 085
* 086

## Station Layout

| L2 Platforms | Side platform, doors will open on the left | Side platform, doors will open on the left |
| L2 Platforms | Eastbound | → Gyeongui–Jungang Line toward Munsan (Unjeong) → |
| L2 Platforms | Westbound | ← Gyeongui–Jungang Line toward Jipyeong (Tanhyeon) |
| Side platform, doors will open on the left ||
| L1 Concourse | Lobby | Customer Service, Shops, Vending machines, ATMs |
| G | Street level | Exit |