

The Array Cast
The Array Cast
We explore the Array Languages of APL, J, k, q and offshoots. If you are Array Language curious, this is the podcast for you. Occasionally we may dive into the weeds, but most of the time we try to stay accessible to the general listener.
Episodes
Mentioned books

Dec 10, 2022 • 1h 26min
Nick Psaris and the q language
Array Cast - December 9, 2022 Show NotesThanks to Bob Therriault, Adám Brudzewsky, Stephen Taylor and Nick Psaris for gathering these links:[01] 00:01:50 APLNAATOT podcast #4 https://www.youtube.com/watch?v=SxSd2Hma_Ro&list=PLYKQVqyrAEj8Q7BdOgakZCAGf6ReO1cue Naming the APLNAATOT podcast twitter https://twitter.com/a_brudz/status/1600523637253185541[02] 00:03:44 Advent of Code (AOC) Links BQN Solutions https://mlochbaum.github.io/BQN/community/aoc.html APL Wiki Advent of Code: https://apl.wiki/aoc K Wiki Advent of Code: https://k.miraheze.org/wiki/Advent_of_Code[03] 00:04:40 q AOC list http://github.com/qbists/studyq/[04] 00:06:20 Parsing the input for AOC in APL video https://www.youtube.com/watch?v=AHoiROI15BA Jay Foad's solution to day 6 https://github.com/jayfoad/aoc2022apl[05] 00:07:45 Nick Psaris episodes of the ArrayCast https://www.arraycast.com/episodes/episode-02-challenges-facing-the-array-languages https://www.arraycast.com/episodes/episode-03-what-is-an-array https://www.arraycast.com/episodes/episode-04-responding-to-listeners-email Q tips https://www.goodreads.com/book/show/25221469-q-tips Vector review of Q tips https://vector.org.uk/book-review-q-tips-fast-scalable-and-maintainable-kdb-2/ Fun Q https://www.amazon.com/dp/1734467509 Vector review of Fun Q https://vector.org.uk/book-review-fun-q-a-functional-introduction-to-machine-learning-in-q/[06] 00:09:33 Atar1 800 https://en.wikipedia.org/wiki/Atari_8-bit_family[07] 00:10:09 Morgan Stanley https://www.morganstanley.com/ Perl Computer Language https://www.perl.org/ Hash Map https://www.geeksforgeeks.org/differences-between-hashmap-and-hashtable-in-java/amp/ VBA Computer Language https://en.wikipedia.org/wiki/Visual_Basic_for_Applications Java Computer Language https://en.wikipedia.org/wiki/Java_(programming_language) C++ Computer Language https://en.wikipedia.org/wiki/C%2B%2B STL https://en.wikipedia.org/wiki/C%2B%2B#Standard_library Bit representation: https://code.kx.com/q/ref/vs/#encode[08] 00:14:23 kdb https://en.wikipedia.org/wiki/Kdb%2B[09] 00:15:08 Abridged introduction to kdb+ https://legaldocumentation.kx.com/q/d/kdb+.htm Arthur Whitney https://en.wikipedia.org/wiki/Arthur_Whitney_(computer_scientist) Abridged introduction to q https://legaldocumentation.kx.com/q/d/q.htm kx archive https://code.kx.com/q/learn/archive/#archive Joins - https://code.kx.com/q/basics/joins/[10] 00:23:39 vs operator in q https://code.kx.com/q/ref/vs/[11] 00:24:50 sv operator in q https://code.kx.com/q/ref/sv/[12] 00:26:08 k6 Computer Language oK https://johnearnest.github.io/ok/index.html[13] 00:27:10 kx systems https://kx.com/[14] 00:31:48 Shakti https://shakti.com/ Arthur Whitney Articles ACMqueue B. Cantrill https://queue.acm.org/detail.cfm?id=1531242 kx interview https://web.archive.org/web/20150725231802/https://kx.com/arthur-interview.php[15] 00:32:20 Roger Hui https://aplwiki.com/wiki/Roger_Hui Roger Hui Memorial Episode of ArrayCast https://www.arraycast.com/episodes/episode13-roger-hui Ken Iverson https://aplwiki.com/wiki/Ken_Iverson[16] 00:34:45 Max and Min overloaded in k https://kparc.com/k.txt[17] 00:35:40 Where operator overloads Q https://code.kx.com/q/ref/where/#vector-of-non-negative-integers APL https://apl.wiki/Where BQN https://mlochbaum.github.io/BQN/doc/replicate.html#indices J https://code.jsoftware.com/wiki/Vocabulary/icapdot[18] 00:39:23 Day 6 AOC 2022 https://adventofcode.com/2022/day/6 Coding by successive approximation Romilly Cocking https://www.arraycast.com/episodes/episode34-romilly-cocking[19] 00:41:29 Emacs https://www.gnu.org/software/emacs/[20] 00:43:28 Iversonian or Array Language episode https://www.arraycast.com/episodes/episode39-iverson-or-array-language[21] 00:45:10 APL Computer Language https://en.wikipedia.org/wiki/APL_(programming_language)[22] 00:48:00 Q lists of lists https://code.kx.com/q4m3/3_Lists/#37-nesting[23] 00:50:25 SQL https://en.wikipedia.org/wiki/SQL[24] 00:54:08 JD: https://code.jsoftware.com/wiki/Jd/Overview DDB: https://dfns.dyalog.com/ddb_index.htm SQAPL: https://www.dyalog.com/uploads/documents/Dyalog_SQAPL_Server_Data_Sheet.pdf[25] 00:56:42 Joins https://code.kx.com/q/basics/joins/[26] 00:59:20 Q Dictionary https://code.kx.com/q/basics/dictsandtables/[27] 00:59:46 Combinators https://en.wikipedia.org/wiki/Combinatory_logic[28] 01:00:14 Multidimensional arrays in SQL https://en.wikipedia.org/wiki/SQL#Standardization_history[29] 01:02:07 Database Administrator https://en.wikipedia.org/wiki/Database_administrator Database Analyst - Quant https://en.wikipedia.org/wiki/Quantitative_analysis_(finance)[30] 01:04:21 kx User version of q https://kx.com/kdb-personal-edition-download/[31] 01:04:32 Python Computer Language https://www.python.org/ Pyq https://kx.com/blog/using-the-nag-library-for-python-with-kdb-and-pyq/ PyKX https://kx.com/videos/an-introduction-to-pykx/[32] 01:07:12 John Earnest https://beyondloom.com/about/index.html John Earnest ArrayCast Episode https://www.arraycast.com/episodes/episode41-john-earnest[33] 01:07:45 Numpy https://numpy.org/ R Computer Language https://en.wikipedia.org/wiki/R_(programming_language) Pandas https://pandas.pydata.org/[34] 01:10:55 CMU Grad Course https://www.cmu.edu/mscf/academics/curriculum/46982-market-microstructure-and-algorithmic-trading.html[35] 01:14:42 Matlab https://en.wikipedia.org/wiki/MATLAB[36] 01:16:05 k nearest neighbours algorithm https://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm[37] 01:18:00 Q for Mortals https://code.kx.com/q4m3[38] 01:19:30 How to speed up Pandas Code by 100x? https://medium.com/geekculture/simple-tricks-to-speed-up-pandas-by-100x-3b7e705783a8[39] 01:22:30 contact AT ArrayCast DOT COM[40] 01:24:21 Old Master q https://en.m.wikipedia.org/wiki/Old_Master_Q

Nov 26, 2022 • 1h 27min
John Earnest and Versions of k
Array Cast - November 25, 2022 Show NotesThanks to Bob Therriault and Adám Brudzewsky for gathering these links:[01] 00:02:00 Dr. Fred Brooks obit https://cs.unc.edu/news-article/remembering-department-founder-dr-frederick-p-brooks-jr/ Ken Lettow email http://www.jsoftware.com/pipermail/chat/2022-November/009134.html Vector Article http://archive.vector.org.uk/art10001240 IBM System 360 https://en.wikipedia.org/wiki/System/360[02] 00:08:26 Dr. Brooks Memorial Service [02] 00:08:26 Dr. Brooks Memorial Service https://www.youtube.com/watch?v=BXzvyRGGBoE UNC memorial to be scheduled for the spring of 2023 https://cs.unc.edu/brooks[03] 00:09:18 Dyalog User Meetings https://dyalog.tv/Dyalog22/ training course.dyalog.com https://course.dyalog.com/ APLNAATOT podcast https://www.youtube.com/watch?v=aEN1MBTzCjY[04] 00:10:50 J Wiki Prototype https://code2.jsoftware.com/wiki/Main_Page[05] 00:12:51 BQN REPLxx https://github.com/dzaima/CBQN and REPLXX=1[06] 00:14:00 q for personal use https://kx.com/kdb-personal-edition-download/[07] 00:15:05 John Earnest iKe https://vector.org.uk/a-graphical-sandbox-for-k-2/[08] 00:19:15 Forth Programming Language https://www.forth.com/forth/[09] 00:21:49 Impending kOS https://vector.org.uk/impending-kos/ Arthur Whitney https://en.wikipedia.org/wiki/Arthur_Whitney_(computer_scientist) k2 reference manual http://web.archive.org/web/20050504070651/http://www.kx.com/technical/documents/kreflite.pdf k2 user manual http://web.archive.org/web/20041022042401/http://www.kx.com/technical/documents/kusrlite.pdf k2 c-k interface manual http://web.archive.org/web/20060214100753/http://www.kx.com/technical/documents/cki.pdf[10] 00:24:00 ok.js https://johnearnest.github.io/ok/index.html[11] 00:24:30 kona https://github.com/kevinlawler/kona/wiki[12] 00:25:23 Kerf technical manual https://github.com/kevinlawler/kerf1/raw/master/manual/refmanual.pdf[13] 00:26:08 1010data.com https://www.1010data.com/[14] 00:27:30 kx systems https://kx.com/[15] 00:34:20 Projection https://code.kx.com/q4m3/6_Functions/#64-projection[16] 00:39:17 ngn k https://codeberg.org/ngn/k[17] 00:41:00 shakti https://shakti.com/[18] 00:48:20 k wiki https://k.miraheze.org/wiki/ currently down but soon to be reinstated[19] 00:54:12 J programming language https://www.jsoftware.com/indexno.html[20] 00:58:11 GLSL shader language https://en.wikipedia.org/wiki/OpenGL_Shading_Language[21] 00:38:34 John Earnest's website https://beyondloom.com/[22] 01:02:30 Vanessa McHale episode https://www.arraycast.com/episodes/episode25-vanessa-mchale[24] 01:03:00 Romilly Cocking episode https://www.arraycast.com/episodes/episode34-romilly-cocking[25] 01:03:10 Marshall Lochbaum episode https://www.arraycast.com/episodes/episode-07-marshall-lochbaum-and-the-bqn-array-language[26] 01:07:50 Mechanical Sympathy https://dyalog.tv/Dyalog18/?v=mK2WUDIY4hk[27] 01:09:30 Lambda Cast https://soundcloud.com/lambda-cast[28] 01:10:57 Factor Programming Language https://factorcode.org/[29] 01:12:24 Chuck Moore https://en.wikipedia.org/wiki/Charles_H._Moore[30] 01:16:20 Greenarrays chip GA144 https://www.greenarraychips.com/home/documents/index.php[31] 01:20:10 Donald Knuth https://en.wikipedia.org/wiki/Donald_Knuth Tex https://en.wikipedia.org/wiki/TeX Meta Font https://en.wikipedia.org/wiki/METAFONT[32] 01:21:30 Literate Programming https://en.wikipedia.org/wiki/Literate_programming[33] 01:22:21 CoDfns https://scholarworks.iu.edu/dspace/handle/2022/24749 Aaron Hsu https://www.sacrideo.us/ https://aplwiki.com/wiki/Aaron_Hsu

Nov 12, 2022 • 1h 2min
Michal Wallace, k programmer and J video producer
Array Cast - November 11, 2022 Show NotesThanks to Bob Therriault and Adám Brudzewsky for gathering these links:[01] 00:04:10 SJT AT 5JT DOT COM[02] 00:04:30 APLNAATOT Podcast https://www.youtube.com/watch?v=R_dpMVyyCEo&list=PLYKQVqyrAEj8Q7BdOgakZCAGf6ReO1cue https://abrudz.github.io/aplnaatot/ Dyalog User meeting videos https://dyalog.tv/Dyalog22/[03] 00:08:40 q personal licence https://kx.com/kdb-personal-edition-download/[04] 00:09:20 Stop Writing Dead Programs StrangeLoop 2022 https://www.youtube.com/watch?v=8Ab3ArE8W3s[05] 00:11:22 Deck of Cards video https://www.youtube.com/watch?v=eXGKK8BkCkg[06] 00:11:44 Tangentstorm home page http://www.tangentstorm.com/ Youtube https://www.youtube.com/user/tangentstorm/videos Twitch https://www.twitch.tv/tangentstorm Twitter https://twitter.com/tangentstorm GitHub https://github.com/tangentstorm/[07] 00:13:09 Tandy 1000 https://en.wikipedia.org/wiki/Tandy_1000 GW Basic https://en.wikipedia.org/wiki/GW-BASIC[08] 00:14:09 Turbo Pascal https://en.wikipedia.org/wiki/Turbo_Pascal[09] 00:15:30 Fred and Wanda website http://tempytantrum.com[10] 00:16:50 AmeriCorps https://americorps.gov/[11] 00:21:30 Haskell https://www.haskell.org/ Smalltalk https://en.wikipedia.org/wiki/Smalltalk Python https://www.python.org/[12] 00:22:50 J software https://www.jsoftware.com/#/[13] 00:24:15 J for C programmers https://code.jsoftware.com/wiki/Books#J_for_C_Programmers Ulam's Spiral video https://youtu.be/dBC5vnwf6Zw[14] 00:25:18 Eric Iverson Episode https://www.arraycast.com/episodes/episode10-eric-iverson[15] 00:25:42 1010data.com https://www.1010data.com/ Stevan Apter Episode https://www.arraycast.com/episodes/episode26-stevan-apter Joel Kaplan Episode https://www.arraycast.com/episodes/episode27-joel-kaplan[16] 00:29:05 Github Tangentlab http://tangentstorm.github.io/ Ward Cunningham https://en.wikipedia.org/wiki/Ward_Cunningham C2 wiki http://wiki.c2.com/[17] 00:30:00 Python Paradox Paul Graham http://www.paulgraham.com/pypar.html k language https://en.wikipedia.org/wiki/K_(programming_language)[18] 00:31:50 kona https://github.com/kevinlawler/kona/wiki[19] 00:34:12 ok.js https://johnearnest.github.io/ok/index.html[20] 00:35:21 Job posting https://www.linkedin.com/pulse/want-work-k-1010data-michal-wallace/?trackingId=MAtCm2uioHw0wAsNbxJ%2FNA%3D%3D[21] 00:38:34 Recursion https://en.wikipedia.org/wiki/Recursion[22] 00:54:12 Jprez presentation in J https://github.com/tangentstorm/jprez Tangentstream https://www.youtube.com/channel/UCWgUN-LjgbKkeqQ0llA51Gw[23] 00:59:45 CP3 Python https://www.youtube.com/watch?v=o4Pnn6T9d3Y[24] 01:00:30 Why Isn't Functional Programming the Norm Richard Feldman https://www.youtube.com/watch?v=QyJZzq0v7Z4

Oct 29, 2022 • 1h 47min
Iversonian language or Array language?
Array Cast - October 28, 2022 Show NotesMany thanks to Bob Therriault for gathering these links:[00] 00:11:30 Episode 36 https://www.arraycast.com/episodes/episode36-what-makes-an-array-language[01] 00:01:20 J wiki (prototype) https://code2.jsoftware.com/wiki/Main_Page[02] 00:02:13 Dyalog User meeting videos https://dyalog.tv/Dyalog22/ APLNAATOT Podcast https://www.youtube.com/watch?v=R_dpMVyyCEo&list=PLYKQVqyrAEj8Q7BdOgakZCAGf6ReO1cue https://abrudz.github.io/aplnaatot/[03] 00:05:56 Intermediate q learning material https://github.com/qbists/studyq https://community.kx.com/t5/kdb-and-q/Q-For-Problems-Episode-4/td-p/13254[04] 00:08:20 CBQN REPLXX XXXX[05] 00:10:22 iPython REPL https://ipython.org/[06] 00:11:30 Conor's Venn Diagram https://github.com/codereport/array-language-comparisons[07] 00:15:33 TI-BASIC https://en.wikipedia.org/wiki/TI-BASIC[08] 00:19:40 Scan primitive https://aplwiki.com/wiki/Scan Reduce primitive https://aplwiki.com/wiki/Reduce[09] 00:25:13 q (-) . x y link to study q https://github.com/qbists/studyq[10] 00:29:20 Range between two numbers Episode 15 https://www.arraycast.com/episodes/episode15-tacit-3-and-other-topics Stephen's blog post XXXX[11] 00:34:06 Fold in J https://code.jsoftware.com/wiki/Vocabulary/fcap[12] 00:34:50 Prefix in J https://code.jsoftware.com/wiki/Vocabulary/bslash Suffix in J https://code.jsoftware.com/wiki/Vocabulary/bslashdot[13] 00:37:50 Iverson Notation https://apl.wiki/Iverson_Notation[14] 00:39:00 Remora https://www.ccs.neu.edu/home/jrslepak/typed-j.pdf Nial https://www.nial-array-language.org/[15] 00:43:35 Vector Notation https://aplwiki.com/wiki/Strand_notation[16] 00:46:50 Sigma Sum https://en.wikipedia.org/wiki/Summation Pi Product https://en.wikipedia.org/wiki/Multiplication#Capital_pi_notation Inner Product https://en.wikipedia.org/wiki/Dot_product[17] 00:48:17 Prefix Functions https://en.wikipedia.org/wiki/Polish_notation Infix Functions https://en.wikipedia.org/wiki/Infix_notation Outer Product https://en.wikipedia.org/wiki/Outer_product Scalar Extension https://aplwiki.com/wiki/Scalar_extension Table in J https://code.jsoftware.com/wiki/Vocabulary/slash#dyadic[18] 00:51:50 Arthur Whitney https://aplwiki.com/wiki/Arthur_Whitney k programming language https://k.miraheze.org/wiki/Learning_Resources q programming language https://code.kx.com/q/ lisp programming language https://en.wikipedia.org/wiki/Lisp_(programming_language)[19] 00:53:12 Compression in APL https://aplwiki.com/wiki/Replicate[20] 00:55:21 BQN Strand Notation https://mlochbaum.github.io/BQN/doc/arrayrepr.html#strands[21] 00:57:20 APL2 https://aplwiki.com/wiki/APL2[22] 00:58:10 Roger Hui https://aplwiki.com/wiki/Roger_Hui[23] 01:02:50 Matlab https://www.mathworks.com/products/matlab.html[24] 01:13:12 Implicit Map https://aplwiki.com/wiki/Scalar_extension[25] 01:23:05 I programming language https://aplwiki.com/wiki/I[27] 01:25:10 Nial Atlases https://www.nial-array-language.org/ndocs/dict/#atlas[28] 01:26:04 APL+ https://aplwiki.com/wiki/APL*PLUS[29] 01:31:07 Selfie https://aplwiki.com/wiki/Commute[30] 01:33:10 APL/? Introduction of J https://www.jsoftware.com/papers/J1990.htm[31] 01:37:40 Ferrari refutes the decline of the West https://www.caranddriver.com/features/a15142347/ferrari-reinvents-manifest-destiny-pj-orourke-and-a-ferrari-308gts-archived-feature/[33] 01:45:41 Wolfram language https://www.wolfram.com/language/[34] 01:46:41 contact AT ArrayCast DOT com Conor's Github table https://github.com/codereport/array-language-comparisons/blob/main/Iversonian_vs_Array.md

Oct 15, 2022 • 1h 23min
Promoting the Array Languages
Array Cast - October 14, 2022 Show NotesMany thanks to Bob Therriault for gathering these links:[01] 00:02:25 2022 Dyalog User Meeting https://www.dyalog.com/user-meetings/dyalog22.htm[02] 00:03:10 q Vector dojo on problem solving SJT AT 5JT DOTcom[03] 00:04:25 Conor's paradigm conference presentation https://www.youtube.com/watch?v=8oKAHQsh1oM[04] 00:07:37 Everest the Hard Way https://en.wikipedia.org/wiki/1975_British_Mount_Everest_Southwest_Face_expedition Chris Bonington https://en.wikipedia.org/wiki/Chris_Bonington Stephen Taylor's 45th anniversary blog https://github.com/StephenTaylor-Kx/swf75[05] 00:12:50 Dyalog webinars https://dyalog.tv/Webinar/[06] 00:13:30 ArrayCast Resource pages https://www.arraycast.com/resources[07] 00:14:40 2019 Dyalog Young User Panel https://www.youtube.com/watch?v=jHBKxuRLaz4&list=PL5i_Y8skrlUJzbu_hd6I0oZPpbczBd4UV&index=25[08] 00:15:50 RikedyP Youtube channel https://www.youtube.com/channel/UCOx-h5m9MeV14rG4PicRB7g[09] 00:16:13 Innovator's Dilemma https://en.wikipedia.org/wiki/The_Innovator%27s_Dilemma Lib Gibson Episode on ArrayCast https://www.arraycast.com/episodes/episode35-lib-gibson[10] 00:18:20 BQN https://mlochbaum.github.io/BQN/[11] 00:18:58 Gitte Christensen Episode on ArrayCast https://www.arraycast.com/episodes/episode12-gitte-christensen[12] 00:22:50 Troels Henriksen Episode on ArrayCast https://www.arraycast.com/episodes/episode37-futhark Troels' Blog post https://futhark-lang.org/blog/2022-10-03-futhark-on-arraycast.html Futhark https://futhark-lang.org/[13] 00:24:39 ADSP https://adspthepodcast.com/[14] 00:26:00 k programming language https://aplwiki.com/wiki/K q programming language https://code.kx.com/q/[15] 00:28:21 Ken Iverson https://aplwiki.com/wiki/Ken_Iverson J labs https://code.jsoftware.com/wiki/Labs/Index Jupyter notebooks https://jupyter.org/ Wolfram notebooks https://www.wolfram.com/notebooks/[16] 00:31:50 Jeremy Howard Episode on ArrayCast https://www.arraycast.com/episodes/episode31-jeremy-howard Fastai APL course https://forums.fast.ai/t/apl-array-programming/97188[17] 00:35:17 iPad J forum discussions http://jsoftware.com/pipermail/general/2022-October/039434.html http://jsoftware.com/pipermail/general/2022-October/039454.html J901 iOS app https://apps.apple.com/us/app/j901/id1483497239 J701 iOS app https://apps.apple.com/us/app/j701/id1255235993[18] 00:37:06 Arthur Whitney https://aplwiki.com/wiki/Arthur_Whitney Janet Lustgarten https://www.engineering.columbia.edu/board-of-visitors/janet-lustgarten[19] 00:38:40 Stefano Lanzavecchia http://archive.vector.org.uk/art10013850[20] 00:39:48 Paul Mansour https://www.toolofthought.com/[21] 00:41:07 2014 J Software Conference https://code.jsoftware.com/wiki/Community/Conference2014[22] 00:45:05 BQN Documentation https://mlochbaum.github.io/BQN/doc/index.html J wiki https://code.jsoftware.com/wiki/Main_Page Ken Iverson quote http://keiapl.org/rhui/remember.htm#500 Group function in BQN https://mlochbaum.github.io/BQN/doc/group.html[23] 00:47:30 Reverse function in BQN https://mlochbaum.github.io/BQN/doc/reverse.html Scan Diagram for BQN https://mlochbaum.github.io/BQN/doc/scan.html[24] 00:53:12 Help pages https://mlochbaum.github.io/BQN/help/index.html[25] 01:00:00 Python Programming Language https://www.python.org/ Rust Programming Language https://www.rust-lang.org/ Rust up https://opensource.com/article/22/6/rust-toolchain-rustup[26] 01:01:44 StackOverflow https://stackoverflow.com/[27] 01:03:20 APLfarm Discord https://aplwiki.com/wiki/APL_Farm[28] 01:07:24 Aftershock Netflix https://www.netflix.com/ca/title/81397884[29] 01:10:20 J programming language https://www.jsoftware.com/[30] 01:11:40 Jd database https://code.jsoftware.com/wiki/Jd/Index[31] 01:16:18 Racket programming language https://en.wikipedia.org/wiki/Racket_(programming_language)[32] 01:19:25 Joe Armstrong https://en.wikipedia.org/wiki/Joe_Armstrong_(programmer) Erlang https://en.wikipedia.org/wiki/Erlang_(programming_language) First make it work... https://blog.ndpar.com/2010/11/18/joe-armstrong-on-optimization/ Smalltalk programming language[33] 01:21:50 Online REPL's tryAPL https://tryapl.org/ J Playground https://jsoftware.github.io/j-playground/bin/html2/ BQNPAD https://bqnpad.mechanize.systems/ k9 https://kparc.com/k/ Nial https://tio.run/#Nial[34] 01:23:20 APL Orchard https://aplwiki.com/wiki/APL_Orchard APL wiki https://aplwiki.com/wiki/

Oct 1, 2022 • 1h 11min
Troels Henriksen and Futhark
Array Cast - September 30, 2022 Show NotesMany thanks to Bob Therriault for gathering these links:[01] 00:03:08 ADSP podcast on K https://adspthepodcast.com/2022/09/23/Episode-96.html[02] 00:03:30 Paradigm Conference 2022 https://esolangconf.com/[03] 00:04:25 Troels Henriksen https://sigkill.dk/[04] 00:05:05 Futhark https://futhark-lang.org/[05] 00:06:12 Linux https://www.linux.org/[06] 00:08:00 Textualize https://www.textualize.io/[07] 00:08:27 Standard ML https://en.wikipedia.org/wiki/Standard_ML Common Lisp https://en.wikipedia.org/wiki/Common_Lisp Haskell https://www.haskell.org/[08] 00:09:50 Cosmin Oancea http://hjemmesider.diku.dk/~zgh600/[09] 00:10:53 Ocaml https://ocaml.org/[10] 00:12:20 Numpy https://numpy.org/ PyTorch https://github.com/pytorch/pytorch[11] 00:13:07 Single Assignment C https://www.sac-home.org/index[12] 00:13:20 Codfns https://github.com/Co-dfns/Co-dfns DEX https://github.com/google-research/dex-lang Accelerate for Haskell https://www.acceleratehs.org Copperhead https://github.com/bryancatanzaro/copperhead Tensorflow https://github.com/tensorflow/tensorflow JAX https://github.com/google/jax[13] 00:18:39 Phd Position https://employment.ku.dk/phd/?show=157471[14] 00:20:17 Experiential Learning https://en.wikipedia.org/wiki/Experiential_learning[15] 00:21:21 DIKU https://di.ku.dk/english/ Hiperfit http://hiperfit.dk/ Simcorp https://en.wikipedia.org/wiki/SimCorp Dyalog https://www.dyalog.com/[16] 00:23:00 TAIL http://hiperfit.dk/pdf/array14_final.pdf apltail https://github.com/melsman/apltail Martin Elsman https://elsman.com/[17] 00:29:17 Parametric Polymorphism https://en.wikipedia.org/wiki/Parametric_polymorphism[18] 00:32:06 Jay Foad https://aplwiki.com/wiki/Jay_Foadhttps://docs.dyalog.com/latest/Compiler%20User%20Guide.pdf[19] 00:33:00 Tacit Programming https://aplwiki.com/wiki/Tacit_programming[20] 00:36:30 Mandelbrot set https://en.wikipedia.org/wiki/Mandelbrot_set[21] 00:41:07 Typed Array Languages https://mlochbaum.github.io/BQN/implementation/compile/intro.html#typed-array-languages[22] 00:42:05 Leading Axis Array Theory https://aplwiki.com/wiki/Leading_axis_theory[23] 00:43:56 Ken Iverson https://en.wikipedia.org/wiki/Kenneth_E._Iverson[24] 00:49:25 Conor's Array Comparison https://github.com/codereport/array-language-comparisons[25] 00:49:50 APEX https://gitlab.com/bernecky/apex Bob Bernecky https://www.snakeisland.com/[26] 00:51:05 Second Order Array Combinators https://futhark-book.readthedocs.io/en/latest/language.html[27] 00:52:30 Associativity https://en.wikipedia.org/wiki/Associative_property Commutativity https://en.wikipedia.org/wiki/Commutativity[28] 00:56:12 Toxoplasma Gondii https://en.wikipedia.org/wiki/Toxoplasma_gondii[29] 00:59:20 Guy Blelloch https://en.wikipedia.org/wiki/Guy_Blelloch Nesl http://www.cs.cmu.edu/~scandal/nesl.html[30] 01:00:38 Remora https://www.ccs.neu.edu/home/jrslepak/typed-j.pdf Justin Slepak https://jrslepak.github.io/[31] 01:01:12 Conor's Venn diagram https://github.com/codereport/array-language-comparisons[32] 01:02:40 K https://aplwiki.com/wiki/K Kona https://aplwiki.com/wiki/Kona[33] 01:03:20 April https://aplwiki.com/wiki/April Andrew Sengul Episode on Array Cast https://www.arraycast.com/episodes/episode23-andrew-sengul[34] 01:04:40 Py'n'APL https://github.com/Dyalog/pynapl APL.jl https://aplwiki.com/wiki/APL.jl May https://github.com/justin2004/may Julia https://julialang.org/[35] 01:08:05 Bjarne Stroustrup C++ https://www.stroustrup.com/[36] 01:09:16 Artem Shinkarov https://ashinkarov.github.io/ Sven-Bodo Scholz https://www.macs.hw.ac.uk/~sbs/homepage/main/Welcome.html https://www.microsoft.com/en-us/research/video/sac-off-the-shelf-support-for-data-parallelism-on-multicores/[37] 01:10:19 Contact AT ArrayCast DOT com

Sep 17, 2022 • 1h 27min
What Makes a Language an Array Programming Language?
Array Cast - September 16, 2022 Show NotesMany thanks to Bob Therriault for gathering these links:[01] 00:02:20 Iverson College Workshop https://community.kx.com/t5/New-kdb-q-users-question-forum/Vector-programming-in-q-online-workshop-Sun-25-Sep/td-p/13067[02] 00:03:18 Jot dot times https://apl.news/[03] 00:03:40 APLQuest https://www.youtube.com/playlist?list=PLYKQVqyrAEj9zSwnh4K28nCApruWA1j_m[04] 00:04:22 APL Barcelona Meetup https://aplwiki.com/wiki/APL_∊_BCN#Historical_APL_paper_reading_group Meetup https://www.meetup.com/apl-bcn/events/287974824/[06] 00:05:15 Paul Mansour's Blog https://www.toolofthought.com/posts[07] 00:05:34 APLwiki Blogs https://aplwiki.com/wiki/Blogs[08] 00:07:50 Conor's talk from Toronto Meetup https://youtu.be/8ynsN4nJxzU[09] 00:09:26 IEEE Spectrum Language List https://spectrum.ieee.org/top-programming-languages-2022[10] 00:15:05 TIOBE Language list https://www.tiobe.com/tiobe-index/[11] 00:15:55 Stack Overflow Language list https://survey.stackoverflow.co/2022/[12] 00:16:45 The Array Cast Episode #1 https://www.arraycast.com/episodes/episode-00-why-i-like-array-languages[13] 00:17:08 Conor's Array Language Comparison https://github.com/codereport/array-language-comparisons[14] 00:18:00 k programming language https://k.miraheze.org/wiki/Learning_Resources[15] 00:18:40 Nial https://www.nial-array-language.org/[16] 00:20:40 Iverson Notation https://apl.wiki/Iverson_Notation[17] 00:21:45 APL2 https://aplwiki.com/wiki/APL2 Jim Brown https://aplwiki.com/wiki/Jim_Brown[18] 00:25:11 Transpose https://aplwiki.com/wiki/Transpose[19] 00:26:00 Reshape https://aplwiki.com/wiki/Reshape[20] 00:29:00 X matrix tweet https://twitter.com/code_report/status/1564757140513996801 J complex copying https://code.jsoftware.com/wiki/Vocabulary/number#dyadic[21] 00:32:06 Roger Hui https://aplwiki.com/wiki/Roger_Hui[22] 00:38:15 Marshall's Outer Product Lambdaconf https://www.youtube.com/watch?v=WlUHw4hC4OY[23] 00:39:08 Ken Iverson https://aplwiki.com/wiki/Ken_Iverson[24] 00:41:38 Julia https://julialang.org/ Numpy https://numpy.org/ Matlab https://www.mathworks.com/products/matlab.html LAPACK https://netlib.org/lapack/ Single Assignment C https://www.sac-home.org/index[25] 00:42:20 APL\360 https://aplwiki.com/wiki/APL%5C360[26] 00:45:57 q programming language https://code.kx.com/q/[27] 00:47:07 rank in q https://community.kx.com/t5/kdb-and-q/Iterating-lists-and-dictionaries/m-p/13065#M141[28] 00:50:40 Arthur Whitney https://aplwiki.com/wiki/Arthur_Whitney[29] 00:58:45 PHP https://www.php.net/[30] 00:59:27 JavaScript https://www.javascript.com/[31] 01:01:40 Lisp https://en.wikipedia.org/wiki/Lisp_(programming_language)[32] 01:02:25 BQN https://mlochbaum.github.io/BQN/[33] 01:04:38 Venn Diagram https://en.wikipedia.org/wiki/Venn_diagram[34] 01:07:50 Futhark https://futhark-lang.org/[35] 01:08:36 Combinators https://writings.stephenwolfram.com/2020/12/combinators-and-the-story-of-computation/[36] 01:10:24 Cosy http://www.cosy.com/language/ Haskell https://www.haskell.org/[37] 01:14:14 F# https://fsharp.org/[38] 01:22:10 Leading Axis theory https://aplwiki.com/wiki/Leading_axis_theory[39] 01:23:40 Rank Polymorphism https://prl.ccs.neu.edu/blog/2017/05/04/rank-polymorphism/#:~:text=Each%20of%20these%20use%20cases,arguments%20and%20one%20scalar%20argument.[40] 01:24:40 Diagrams on Youtube https://www.youtube.com/watch?v=qEywreN02ng Tweet of Diagram https://twitter.com/code_report/status/1569741807285567492/photo/1 Updated Tweet of Diagram https://twitter.com/code_report/status/1570069385548537857/photo/1[41] 01:26:06 contact@ArrayCast.com[42] 01:26:56 Array programming influences https://aplwiki.com/wiki/Family_tree_of_array_languages[43] 01:27:20 BQN list of functional languages https://mlochbaum.github.io/BQN/doc/functional.html

Sep 3, 2022 • 1h 21min
Lib Gibson - IP Sharp’s ‘Zookeeper’
Array Cast - September 2, 2022 Show NotesMany thanks to Bob Therriault for gathering these links:[01] 00:02:10 Dyalog winners https://www.dyalog.com/news/151/420/2022-APL-Problem-Solving-Competition-Winners.htm Contact@ArrayCast.com Transcript Producer?[02] 00:03:43 Rodrigo's episode https://www.arraycast.com/episodes/episode20-rodrigo-girao-serrao Hi res J icon https://code.jsoftware.com/wiki/J_Logos[03] 00:04:10 J reference card USLetter https://code.jsoftware.com/wiki/File:B.USLETTER.pdf A4 https://code.jsoftware.com/wiki/File:B.A4.pdf[04] 00:04:37 Jwiki video https://www.youtube.com/watch?v=x2hsnuxK79c Jwiki blue wiki sign up https://code.jsoftware.com/wiki/About Jwiki yellow wiki sign up https://code2.jsoftware.com/wiki/About[05] 00:06:21 New York Meet-up https://www.meetup.com/programming-languages-toronto-meetup/events/287729348/[06] 00:07:00 IPSA https://en.wikipedia.org/wiki/I._P._Sharp_Associates[07] 00:07:46 Carleton University https://carleton.ca[08] 00:08:50 Data Processing Institute https://dpi-canada.com/about-us/our-history/[09] 00:09:00 Cluster Analysis https://en.wikipedia.org/wiki/Cluster_analysis[10] 00:10:30 Ian Sharp https://aplwiki.com/wiki/Ian_Sharp[11] 00:14:30 IBM 2741 https://en.wikipedia.org/wiki/IBM_2741#APL\360[12] 00:17:07 Larry Breed https://en.wikipedia.org/wiki/Lawrence_M._Breed[13] 00:17:13 Eric Iverson https://aplwiki.com/wiki/Eric_Iverson[14] 00:18:32 Ken Iverson https://aplwiki.com/wiki/Ken_Iverson[15] 00:18:40 APL Quote Quad https://aplwiki.com/wiki/APL_Quote_Quad[16] 00:22:00 Dome Petrolium https://en.wikipedia.org/wiki/Dome_Petroleum[17] 00:25:45 Arthur Whitney https://en.wikipedia.org/wiki/Arthur_Whitney_(computer_scientist)[18] 00:26:30 Roger Hui https://en.wikipedia.org/wiki/Roger_Hui[19] 00:35:30 Massey Ferguson https://www.masseyferguson.com/en.html[20] 00:39:20 Morgan Stanley https://www.morganstanley.com/[21] 00:41:25 The IP Sharp Zoo https://video.dyalog.com/Dyalog16/?v=1N_oYD-ZkX8[22] 00:42:30 Bryce Adelstein Lelbach https://cpp.chat/guests/bryce_adelstein_lelbach/[23] 00:44:33 McGraw Hill https://www.mheducation.com/[24] 00:54:50 Clay Christensen https://en.wikipedia.org/wiki/Clayton_Christensen[24] 00:55:00 Innovator's Dilemma https://en.wikipedia.org/wiki/The_Innovator%27s_Dilemma[26] 00:56:30 Innovation Graph https://web.mit.edu/6.933/www/Fall2000/teradyne/clay.html[27] 00:58:49 VisiCalc https://en.wikipedia.org/wiki/VisiCalc Excel https://en.wikipedia.org/wiki/Microsoft_Excel[28] 00:59:40 2nd Generation operators https://aplwiki.com/wiki/Operator[29] 01:04:30 Roger with Grade 7's http://www.jsoftware.com/pipermail/chat/2011-December/004546.html[30] 01:04:50 WII Gaming https://en.wikipedia.org/wiki/Wii[31] 01:07:30 Terry Tao https://en.wikipedia.org/wiki/Terence_Tao[32] 01:10:05 Women in Computing https://en.wikipedia.org/wiki/Women_in_computing[33] 01:15:38 BQN https://aplwiki.com/wiki/BQN[34] 01:20:10 Contact@ArrayCast.com Transcript Producer?[35] 01:21:00 TryAPL https://tryapl.org/

Aug 20, 2022 • 1h 23min
The Many Languages of Romilly Cocking
Array Cast - August 19, 2022 Show NotesMany thanks to Marshall Lochbaum, Rodrigo Girão Serrão, Bob Therriault, Conor Hoekstra, Adám Brudzewsky and Romilly Cocking for gathering these links:[01] 00:00:03 BYTE magazine https://en.wikipedia.org/wiki/Byte_(magazine)[02] 00:01:02 Org Mode https://orgmode.org/[03] 00:02:58 Toronto Meet-up https://www.meetup.com/en-AU/programming-languages-toronto-meetup/events/287695788/ New York Meet-up https://www.meetup.com/programming-languages-toronto-meetup/events/287729348/[04] 00:04:19 Morten Kromberg episode https://www.arraycast.com/episodes/episode21-morten-kromberg[05] 00:05:01 Romilly's video 'An Excellent Return' https://dyalog.tv/Dyalog08/?v=thr-7QfQWJw[06] 00:06:12 Ferranti Pegasus computer https://en.wikipedia.org/wiki/Ferranti_Pegasus[07] 00:09:09 System 360 in APL http://keiapl.org/archive/APL360_UsersMan_Aug1968.pdf[08] 00:16:50 Mind Map https://en.wikipedia.org/wiki/Mind_map[09] 00:17:00 Dyalog https://www.dyalog.com/[10] 00:18:20 Digitalk https://winworldpc.com/product/digital-smalltalk/5x[11] 00:18:30 Smalltalk https://en.wikipedia.org/wiki/Smalltalk[12] 00:21:17 Raspberry Pi https://www.raspberrypi.org/[13] 00:22:10 Robotics on Dyalog website https://www.dyalog.com/blog/2014/08/dancing-with-the-bots/[14] 00:22:45 Neural Network https://en.wikipedia.org/wiki/Neural_network David Marr https://en.wikipedia.org/wiki/David_Marr_(neuroscientist)[15] 00:23:21 Jetson Nano https://www.nvidia.com/en-us/autonomous-machines/embedded-systems/jetson-nano/[16] 00:23:38 Spiking neural networks https://en.wikipedia.org/wiki/Spiking_neural_network[17] 00:24:02 JAX https://jax.readthedocs.io/en/latest/notebooks/quickstart.html[18] 00:27:00 Numpy https://numpy.org/[19] 00:28:21 Nested arrays https://aplwiki.com/wiki/Nested_array[20] 00:29:07 flip Numpy https://numpy.org/doc/stable/reference/generated/numpy.flip.html flipud https://numpy.org/doc/stable/reference/generated/numpy.flipud.html#numpy.flipud[21] 00:31:07 Pegasus Autocode http://blog.rareschool.com/2014/09/pegasus-autocode-revisited.html[22] 00:32:05 Atlas computer 1966 https://en.wikipedia.org/wiki/Atlas_(computer)[23] 00:34:30 Raspberry Pi pico https://www.raspberrypi.com/products/raspberry-pi-pico/[24] 00:36:33 Booker and Morris https://dl.acm.org/doi/pdf/10.1145/364520.364521[25] 00:38:12 Romilly's Blog Markdown http://blog.rareschool.com/2022/05/apl-and-python-go-head-to-head.html[26] 00:41:30 Languages that are built from concatenation https://en.wikipedia.org/wiki/Agglutination[27] 00:44:30 Alan Kay https://en.wikipedia.org/wiki/Alan_Kay[28] 00:47:12 Clojure https://en.wikipedia.org/wiki/Alan_Kay Forth https://en.wikipedia.org/wiki/Forth_(programming_language) Haskell https://www.haskell.org/[29] 00:50:00 Cosy http://www.cosy.com/language/[30] 00:51:38 Py'n'APL https://dyalog.tv/Dyalog21/?v=gOUFXBUMv_A[31] 01:00:12 Logic Analyzer https://en.wikipedia.org/wiki/Logic_analyzer[32] 01:02:15 Back propagation in neural networks https://en.wikipedia.org/wiki/Backpropagation[33] 01:07:38 Stefan Kruger 'Learn APL' https://xpqz.github.io/learnapl/intro.html[34] 01:08:10 Rodrigo Girão Serrão videos https://www.youtube.com/channel/UCd_24S_cYacw6zrvws43AWg[35] 01:08:27 João Araújo episode https://www.arraycast.com/episodes/episode33-joao-araujo[36] 01:08:59 Rodrigo Girão Serrão Neural networks https://www.youtube.com/playlist?list=PLgTqamKi1MS3p-O0QAgjv5vt4NY5OgpiM[37] 01:10:55 Functional Geekery podcast https://www.functionalgeekery.com/[38] 01:11:36 Conor's Security talk https://www.youtube.com/watch?v=ajGX7odA87k[39] 01:12:38 SICP https://en.wikipedia.org/wiki/Structure_and_Interpretation_of_Computer_Programs[40] 01:12:55 Alan McKean Rebecca Wirfs-Brock "Object Design" https://books.google.ca/books?id=vUF72vN5MY8C&printsec=copyright&redir_esc=y#v=onepage&q&f=false[41] 01:13:35 Growing Object Oriented Guided by Tests http://www.growing-object-oriented-software.com/[42] 01:15:01 Design Patterns vs Anti pattern in APL https://www.youtube.com/watch?v=v7Mt0GYHU9A[43] 01:18:25 Pop2 https://hopl.info/showlanguage.prx?exp=298&language=POP-2 Pop2 on pdf-11 https://www.cs.bham.ac.uk/research/projects/poplog/retrieved/adrian-howard-pop11.html[44] 01:18:52 Donald Michie https://en.wikipedia.org/wiki/Donald_Michie[45] 01:21:30 Menace robot http://chalkdustmagazine.com/features/menace-machine-educable-noughts-crosses-engine/[46] 01:22:05 Menace in APL https://romilly.github.io/o-x-o/an-introduction.html

Aug 6, 2022 • 1h 12min
João Araújo and Tools of Thought
Array Cast - August 5, 2022 Show NotesMany thanks to Bob Therriault, João Araújo and Rodrigo Girão Serrão for gathering these links:[01] 00:01:40 J wiki features https://www.youtube.com/watch?v=dWqixYyb52Q[02] 00:02:31 J promo video https://www.youtube.com/watch?v=vxibe2QOA0s[03] 00:03:00 British APL Association https://britishaplassociation.org/ Vector https://vector.org.uk/[04] 00:03:27 Conor's Twin Algorithms presentation https://www.youtube.com/watch?v=NiferfBvN3s[05] 00:08:13 Numpy https://numpy.org/ JAX https://jax.readthedocs.io/en/latest/notebooks/quickstart.html Julia https://julialang.org/[06] 00:08:49 João's array Google search engine https://cse.google.com/cse?cx=e5ff9c06c246f4ca5[07] 00:09:00 João's Iverson mirror site https://joaogui1.github.io/keiapl/ Original link http://keiapl.org/[08] 00:11:55 João's website https://joaogui1.netlify.app/[09] 00:13:10 BQN https://mlochbaum.github.io/BQN/ Dyalog APL https://www.dyalog.com/ J https://www.jsoftware.com/indexno.html[10] 00:13:50 Vannevar Bush https://en.wikipedia.org/wiki/Vannevar_Bush Alan Kay https://en.wikipedia.org/wiki/Alan_Kay[11] 00:14:13 Tool for Thought Rocks https://lu.ma/toolsforthoughtrockshttps://www.youtube.com/c/ToolsforThoughtRocks?app=desktop[12] 00:14:40 Obsidian discord https://discord.com/invite/veuWUTm[13] 00:15:10 Roam https://roamresearch.com/ Obsidian https://obsidian.md/ Logseq https://logseq.com/[14] 00:17:01 Anki https://logseq.com/ Muse https://museapp.com/[15] 00:18:25 Notion https://www.notion.so/ Remnote https://www.remnote.com/[16] 00:19:42 Marshall's BQN Markdown https://github.com/mlochbaum/BQN/blob/master/md.bqn[17] 00:22:06 Perlis https://en.wikipedia.org/wiki/Alan_Perlis[18] 00:22:49 Array Thinking https://www.arraycast.com/episodes/episode-00-why-i-like-array-languages[19] 00:24:50 Folds https://en.wikipedia.org/wiki/Fold_(higher-order_function)[20] 00:25:51 Rank concept https://aplwiki.com/wiki/Function_rank[22] 00:26:57 Short Term Memory https://www.simplypsychology.org/short-term-memory.html[23] 00:27:42 APL glyphs https://aplwiki.com/wiki/Typing_glyphs#By_method[24] 00:28:59 Stefan Kruger 'Learn APL' https://xpqz.github.io/learnapl/intro.html Rodrigo Girão Serrão 'Mastering Dyalog APL' https://mastering.dyalog.com/README.html[25] 00:29:35 Quarto https://quarto.org/[26] 00:32:33 Conor's original solution {≢∪⍵~0} Y[27] 00:32:40 Without APL ~ Without J -.[28] 00:32:50 BQN Without ¬∘∊/⊣[29] 00:33:55 Set Intersection APL X{⍺⌿⍨(≢⍵)≥⍵⍳⍺}Y Set Intersection J x (e. # [) y Set Union APL X{⍺⍪⍵⌿⍨(≢⍺)<⍺⍳⍵}Y Set Union J x (] , -.) y[30] 00:34:40 ReBQN https://mlochbaum.github.io/BQN/doc/rebqn.html[31] 00:36:21 Original Leetcode Problem https://leetcode.com/problems/make-array-zero-by-subtracting-equal-amounts/[32] 00:41:38 R https://en.wikipedia.org/wiki/R_(programming_language)[33] 00:45:11 Paper: Attention is All That You Need https://arxiv.org/abs/1706.03762[34] 00:50:45 Mylenation https://en.wikipedia.org/wiki/Myelin[35] 00:50:58 Jeremy Howard episode https://www.arraycast.com/episodes/episode31-jeremy-howard[36] 00:55:08 Array Cast Show Notes https://www.arraycast.com/episode-33-show-notes[37] 00:58:17 Reflection for deep learning https://www.tru.ca/__shared/assets/fostering-student-reflection-for-deeper-learning49355.pdf[38] 00:59:11 Dyalog User Meeting https://www.dyalog.com/user-meetings/dyalog22.htm[39] 00:59:30 CPP North https://cppnorth.ca/[40] 01:01:09 Ready Player One https://en.wikipedia.org/wiki/Ready_Player_One[41] 01:01:24 Gathertown https://www.gather.town/[42] 01:02:10 vrchat https://hello.vrchat.com/[43] 01:04:10 APL Quest https://aplwiki.com/wiki/APL_Quest[44] 01:06:47 Arthur Whitney https://en.wikipedia.org/wiki/Arthur_Whitney_(computer_scientist)[45] 01:07:05 2014 J conference https://code.jsoftware.com/wiki/Community/Conference2014#Speakers[46] 01:08:09 Dyalog videos https://dyalog.tv/Webinar/?v=jBxQZemmA1w[47] 01:09:10 APL Seeds https://www.dyalog.com/apl-seeds-user-meetings/aplseeds22.htm[48] 01:10:00 contact@arraycast.com (edited)