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.github/.keepalive

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.gitignore

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# Other editor files #
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######################
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.idea/
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# Cursor #
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##########
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.cursor
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.cursorignore
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.windsurfrules
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.clinerules
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# AI coding agents #
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####################
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CLAUDE.md
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GEMINI.md

CHANGELOG.md

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<section class="release" id="unreleased">
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## Unreleased (2025-08-25)
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## Unreleased (2025-10-20)
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<section class="features">
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<details>
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- [`5bbd209`](https://github.com/stdlib-js/stdlib/commit/5bbd209871c06aaf7d6347c6eb7696af6128ee1a) - **docs:** replace manual `for` loop in examples [(#8257)](https://github.com/stdlib-js/stdlib/pull/8257) _(by Harsh Yadav)_
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- [`fc438e0`](https://github.com/stdlib-js/stdlib/commit/fc438e0edbad0689d6923d6f3edb959b96597662) - **test:** use standardized assertion messages and fix lint errors _(by Philipp Burckhardt)_
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- [`9c21fd2`](https://github.com/stdlib-js/stdlib/commit/9c21fd20ef8b8a6a88abb96d80ea6d8e4c5434eb) - **test:** use .strictEqual() instead of .equal() _(by Philipp Burckhardt)_
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- [`a1e230f`](https://github.com/stdlib-js/stdlib/commit/a1e230f29297caa89880e9c194c615a0400fb7bc) - **chore:** clean up cppcheck-suppress comments _(by Karan Anand)_
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- [`e5238bb`](https://github.com/stdlib-js/stdlib/commit/e5238bb96b7138d346ea0db8b535aec64c8a856c) - **bench:** refactor random number generation in `stats/base/dists/laplace` [(#5270)](https://github.com/stdlib-js/stdlib/pull/5270) _(by GK Bishnoi)_
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- [`e5238bb`](https://github.com/stdlib-js/stdlib/commit/e5238bb96b7138d346ea0db8b535aec64c8a856c) - **bench:** refactor random number generation in `stats/base/dists/laplace` [(#5270)](https://github.com/stdlib-js/stdlib/pull/5270) _(by Gopi Kishan)_
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- [`e61b1de`](https://github.com/stdlib-js/stdlib/commit/e61b1dee3334bacf30d213de5b5f1c7868c0753b) - **docs:** clean-up of C docstrings _(by Philipp Burckhardt)_
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- [`f3df15f`](https://github.com/stdlib-js/stdlib/commit/f3df15f118d563573f27d2d2b96e35b842f05a18) - **chore:** directly draw from the desired distribution instead of adding constants _(by Philipp Burckhardt)_
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- [`40df378`](https://github.com/stdlib-js/stdlib/commit/40df378b1ed62d15394f97d834db3eea21fea4a0) - **feat:** add C implementation for `stats/base/dists/laplace/skewness` [(#4187)](https://github.com/stdlib-js/stdlib/pull/4187) _(by Vivek Maurya, Philipp Burckhardt)_
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### Contributors
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A total of 4 people contributed to this release. Thank you to the following contributors:
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A total of 5 people contributed to this release. Thank you to the following contributors:
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- GK Bishnoi
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- Gopi Kishan
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- Harsh Yadav
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- Karan Anand
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- Philipp Burckhardt
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- Vivek Maurya

CONTRIBUTORS

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# Contributors listed in alphabetical order.
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Aadish Jain <jain.aadishj@gmail.com>
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Aarya Balwadkar <142713127+AaryaBalwadkar@users.noreply.github.com>
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Aarya Balwadkar <aaryabalwadkar2005@gmail.com>
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Aayush Khanna <aayushiitbhu23@gmail.com>
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Abdelrahman Samir <60700731+abdelrahman04@users.noreply.github.com>
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Abdul Kaium <97376242+impawstarlight@users.noreply.github.com>
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Aksshay Balasubramanian <119944779+Aksshay88@users.noreply.github.com>
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Aleksandr <112382387+alextes90@users.noreply.github.com>
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Ali Salesi <ali_sal1381@yahoo.com>
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AlyAbdelmoneim <148393799+AlyAbdelmoneim@users.noreply.github.com>
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Aman Bhansali <bhansali.1@iitj.ac.in>
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AmanBhadkariya <140033975+AmanBhadkariya@users.noreply.github.com>
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Amisha Chhajed <136238836+amishhaa@users.noreply.github.com>
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Aly Abdelmoneim <148393799+AlyAbdelmoneim@users.noreply.github.com>
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Aman Bhadkariya <140033975+AmanBhadkariya@users.noreply.github.com>
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Aman Bhansali <amanbhansali65@gmail.com>
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Amisha Chhajed <amishhhaaaa@gmail.com>
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Amit Jimiwal <amitjimiwal45@gmail.com>
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Anmol Sah <113588714+anmolsah@users.noreply.github.com>
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Anmol Sah <annifind010@gmail.com>
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Annamalai Prabu <apfossdev@gmail.com>
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Anshu Kumar <132515490+anxhukumar@users.noreply.github.com>
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Anshu Kumar <contact.anshukumar@protonmail.com>
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Anshuman Singh <anshu.1239.as@gmail.com>
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Anudeep Sanapala <anudeep0306@gmail.com>
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Arihant Pal <arihant0pal@gmail.com>
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Aryan Bhirud <112156883+AryanBhirud@users.noreply.github.com>
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AryanJ18 <18aryanj2006@gmail.com>
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Aryan J <18aryanj2006@gmail.com>
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Athan Reines <kgryte@gmail.com>
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Atharva Patil <124063987+atharva-patil-23@users.noreply.github.com>
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Ayaka <73595362+USERSATOSHI@users.noreply.github.com>
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Bhavishy Agrawal <90029607+bhavishy2801@users.noreply.github.com>
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Atharva Patil <anpatil.1223@gmail.com>
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Bhavishy Agrawal <bhavishyrocker2801@gmail.com>
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Bhupesh Kumar <bkumar_be23@thapar.edu>
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Brendan Graetz <bguiz@users.noreply.github.com>
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Bruno Fenzl <brunofenzl@gmail.com>
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Bryan Elee <rxbryn@gmail.com>
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Daniel Killenberger <daniel.killenberger@gmail.com>
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Daniel Yu <40680511+Daniel777y@users.noreply.github.com>
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Debashis Maharana <debashismaharana7854@gmail.com>
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Deep Trivedi <128926685+thedeeppp@users.noreply.github.com>
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Deep Trivedi <deepbtrivedi04@gmail.com>
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Deepak Singh <negid0253@gmail.com>
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Desh Deepak Kant <118960904+DeshDeepakKant@users.noreply.github.com>
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Desh Deepak Kant <deshdeepakkant@gmail.com>
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Dev Goel <135586571+corsairier@users.noreply.github.com>
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Dhanyabad behera <110620935+dhanyabad11@users.noreply.github.com>
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Devshree Bhati <147095250+devshree-bhati@users.noreply.github.com>
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Dhanyabad Behera <dhanyabadbehera@gmail.com>
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Dhruvil Mehta <68022411+dhruvilmehta@users.noreply.github.com>
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Dipjyoti Das <126075231+dipexplorer@users.noreply.github.com>
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Divyansh Seth <59174836+sethdivyansh@users.noreply.github.com>
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Dhruvil Mehta <dhruvilmehta2606@gmail.com>
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Dipjyoti Das <dipexplorerid23@gmail.com>
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Ditsu S <170345142+ditsus@users.noreply.github.com>
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Divyansh Seth <divyanshseth08@gmail.com>
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Dominic Lim <46486515+domlimm@users.noreply.github.com>
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Dominik Moritz <domoritz@gmail.com>
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EuniceSim142 <77243938+EuniceSim142@users.noreply.github.com>
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Dudhat Hemil Pravinkumar <138382078+Hemil36@users.noreply.github.com>
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Ekampreet Singh Bains <bainsinbusiness@gmail.com>
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Eunice Sim <77243938+EuniceSim142@users.noreply.github.com>
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Fadio <48636283+fadiothman22@users.noreply.github.com>
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GK Bishnoi <gkishan1kyt@gmail.com>
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Gaurav <gaurav70380@gmail.com>
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Gaurav Kaushik <144526331+Gauravkaushik-1206@users.noreply.github.com>
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Gitty Harsha <hnarayana788@gmail.com>
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Gopi Kishan <gkishan1kyt@gmail.com>
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Harsh <harshyadav6078@gmail.com>
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Harsh Yadav <harshyadav6078@gmail.com>
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Harshita Kalani <harshitakalani02@gmail.com>
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Hridyanshu <124202756+HRIDYANSHU054@users.noreply.github.com>
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Iryna Andrushko <ira.andrushko2@gmail.com>
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Jaison D Souza <123267719+jsndz@users.noreply.github.com>
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Jaison Dsouza <jaisondz9360@gmail.com>
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Jenish <thisisjenish05@gmail.com>
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Joey Reed <joeyrreed@gmail.com>
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Joris Labie <joris.labie1@gmail.com>
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jsai28 <54253219+jsai28@users.noreply.github.com>
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Justin Dennison <justin1dennison@gmail.com>
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Karan Anand <anandkarancompsci@gmail.com>
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lohithganni <116790357+lohithganni@users.noreply.github.com>
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MANI <77221000+Eternity0207@users.noreply.github.com>
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Manik Sharma <maniksharma.rke@gmail.com>
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Mohammad Kaif <mdkaifprofession@gmail.com>
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Navyansh Kesarwani <91735202+navyansh007@users.noreply.github.com>
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navyansh007 <91735202+navyansh007@users.noreply.github.com>
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Nithin Katta <88046362+nithinkatta@users.noreply.github.com>
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Nourhan Hasan <109472010+TheNourhan@users.noreply.github.com>
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Ognjen Jevremović <ognjenjevremovic@users.noreply.github.com>
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olenkabilonizhka <62379231+olenkabilonizhka@users.noreply.github.com>
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Oneday12323 <107678750+Oneday12323@users.noreply.github.com>
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Ori Miles <97595296+orimiles5@users.noreply.github.com>
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Payal Goswami <payalgoswami9711@gmail.com>
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Philipp Burckhardt <pburckhardt@outlook.com>
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Pierre Forstmann <15964998+pierreforstmann@users.noreply.github.com>
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Piyush Goel <piyush.goel2704@gmail.com>
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Prajwal Kulkarni <prajwalkulkarni76@gmail.com>
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Pranav Goswami <pranavchiku11@gmail.com>
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pranav-1720 <123018993+pranav-1720@users.noreply.github.com>
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Pranjal Jha <97080887+PraneGIT@users.noreply.github.com>
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Pushpendra Chandravanshi <pushpendrachandravanshi4@gmail.com>
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rahulrangers <127782777+rahulrangers@users.noreply.github.com>
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rainn <88160429+AmCodesLame@users.noreply.github.com>
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Raunak Kumar Gupta <raunakmodanwal321@gmail.com>
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rei2hu <reimu@reimu.ws>
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Ricky Reusser <rsreusser@gmail.com>
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RudrakshRaina07 <1819rudraksh@gmail.com>
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Shubham <b4mshubham@gmail.com>
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Shubham Mishra <shubh622005@gmail.com>
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youzi-forge <liuxingyou666@outlook.com>
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deepak427 <62477872+deepak427@users.noreply.github.com>
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devshree-bhati <147095250+devshree-bhati@users.noreply.github.com>
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ditsu <170345142+ditsus@users.noreply.github.com>
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ekambains <bainsinbusiness@gmail.com>
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fadiothman22 <48636283+fadiothman22@users.noreply.github.com>
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iraandrushko <71790513+iraandrushko@users.noreply.github.com>
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jsai28 <54253219+jsai28@users.noreply.github.com>
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lohithganni <116790357+lohithganni@users.noreply.github.com>
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olenkabilonizhka <62379231+olenkabilonizhka@users.noreply.github.com>
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pranav-1720 <123018993+pranav-1720@users.noreply.github.com>
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rahulrangers <127782777+rahulrangers@users.noreply.github.com>
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rainn <88160429+AmCodesLame@users.noreply.github.com>
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rei2hu <reimu@reimu.ws>
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zhanggy <geodaoyu@foxmail.com>
245+
Zuhair Ahmad <157193652+Zuhair-CS@users.noreply.github.com>

README.md

Lines changed: 8 additions & 11 deletions
Original file line numberDiff line numberDiff line change
@@ -144,20 +144,17 @@ y = skewness( 0.0, -1.0 );
144144
<!-- eslint no-undef: "error" -->
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```javascript
147-
var randu = require( '@stdlib/random-base-randu' );
147+
var uniform = require( '@stdlib/random-array-uniform' );
148+
var logEachMap = require( '@stdlib/console-log-each-map' );
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var skewness = require( '@stdlib/stats-base-dists-laplace-skewness' );
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var mu;
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var b;
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var y;
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var i;
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var opts = {
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'dtype': 'float64'
153+
};
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var mu = uniform( 10, -5.0, 5.0, opts );
155+
var b = uniform( 10, 0.0, 20.0, opts );
154156

155-
for ( i = 0; i < 10; i++ ) {
156-
mu = ( randu()*10.0 ) - 5.0;
157-
b = randu() * 20.0;
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y = skewness( mu, b );
159-
console.log( 'µ: %d, b: %d, skew(X;µ,b): %d', mu.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
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}
157+
logEachMap( 'µ: %0.4f, b: %0.4f, skew(X;µ,b): %0.4f', mu, b, skewness );
161158
```
162159

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</section>

examples/index.js

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Original file line numberDiff line numberDiff line change
@@ -18,17 +18,14 @@
1818

1919
'use strict';
2020

21-
var randu = require( '@stdlib/random-base-randu' );
21+
var uniform = require( '@stdlib/random-array-uniform' );
22+
var logEachMap = require( '@stdlib/console-log-each-map' );
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var skewness = require( './../lib' );
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var mu;
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var b;
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var y;
27-
var i;
25+
var opts = {
26+
'dtype': 'float64'
27+
};
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var mu = uniform( 10, -5.0, 5.0, opts );
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var b = uniform( 10, 0.0, 20.0, opts );
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for ( i = 0; i < 10; i++ ) {
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mu = ( randu()*10.0 ) - 5.0;
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b = randu() * 20.0;
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y = skewness( mu, b );
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console.log( 'µ: %d, b: %d, skew(X;µ,b): %d', mu.toFixed( 4 ), b.toFixed( 4 ), y.toFixed( 4 ) );
34-
}
31+
logEachMap( 'µ: %0.4f, b: %0.4f, skew(X;µ,b): %0.4f', mu, b, skewness );

package.json

Lines changed: 2 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -46,11 +46,12 @@
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},
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"devDependencies": {
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"@stdlib/array-float64": "^0.2.2",
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"@stdlib/console-log-each-map": "github:stdlib-js/console-log-each-map#main",
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"@stdlib/constants-float64-eps": "^0.2.2",
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"@stdlib/constants-float64-ninf": "^0.2.2",
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"@stdlib/constants-float64-pinf": "^0.2.2",
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"@stdlib/math-base-special-abs": "^0.2.2",
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"@stdlib/random-base-randu": "^0.2.1",
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"@stdlib/random-array-uniform": "^0.2.1",
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"@stdlib/random-base-uniform": "^0.2.1",
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"@stdlib/utils-try-require": "^0.2.2",
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"tape": "git+https://github.com/kgryte/tape.git#fix/globby",

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