nx

Things Mentioned In this conversation, Chris Grainger, CTO of Amplified, discusses how he decided to adopt Elixir at Amplified and the benefits he's seen from it. The conversation covers topics such as functional programming, the benefits of Elixir and LiveView, the integration of Nx and ONNX, and transitioning to a mono-language company. Chris discusses the benefits he's seen first hand after shifting from Python to Elixir, including cutting Amplified's AWS bill in half, achieving the same amount of work with a development team of just two, and more. Chris also provides insights and advice for companies considering Elixir and highlights areas for improvement in the Elixir and Nx ecosystems. In this conversation, Chris and Brian discuss some of the most recent advancements in machine learning for Elixir, including Scholar and Bumblebee, which allows for the utilization of models in Hugging Face. The conversation concludes with a discussion about joining the EEF Slack and the welcoming and helpful nature of the Elixir community. Brought to you by DockYard DockYard is a digital product agency offering custom software, mobile, and web application development consulting. Our firm provides exceptional professional services in strategy, user experience, design, and full stack engineering. Learn more about DockYard's services. (https://dockyard.com)

AI topics are all the rage right now, so we team up with Sean Moriarity to unpack what's going on and what it means for Elixir. Sean talks about Nx and his insights on the timing of Elixir's readiness for the public AI shift. He explains some of the Python frustrations that Elixir can alleviate and he shares tips on putting a PoC ML solution into a production Elixir app. Recently, Sean added LLaMa support to Bumblebee and he explains the background for the OpenSource Meta LLM people have been playing with and more! Turns out there's a lot to be excited about for AI and Elixir! Show Notes online - http://podcast.thinkingelixir.com/154 (http://podcast.thinkingelixir.com/154) Elixir Community News - https://github.com/elixir-lang/elixir/releases/tag/v1.15.0-rc.1 (https://github.com/elixir-lang/elixir/releases/tag/v1.15.0-rc.1?utm_source=thinkingelixir&utm_medium=shownotes) – Elixir 1.15.0-rc.1 - https://github.com/elixir-lang/elixir/releases/tag/v1.14.5 (https://github.com/elixir-lang/elixir/releases/tag/v1.14.5?utm_source=thinkingelixir&utm_medium=shownotes) – Elixir 1.14.5 - small bug fix release - https://elixirforum.com/t/elixirls-not-working-runtime-terminating-during-boot/56017/6 (https://elixirforum.com/t/elixirls-not-working-runtime-terminating-during-boot/56017/6?utm_source=thinkingelixir&utm_medium=shownotes) – Elixir-LS crashes with OTP 26. Using OTP 25.x works great. - https://github.com/elixir-lsp/elixir-ls/issues/886 (https://github.com/elixir-lsp/elixir-ls/issues/886?utm_source=thinkingelixir&utm_medium=shownotes) – Issue that tracks Elixir LS OTP 26 issues - https://github.com/phoenixframework/phoenixliveview/blob/v0.19.0/CHANGELOG.md (https://github.com/phoenixframework/phoenix_live_view/blob/v0.19.0/CHANGELOG.md?utm_source=thinkingelixir&utm_medium=shownotes) – Phoenix LiveView 0.19 changelog - https://twitter.com/chris_mccord/status/1663275883845566473 (https://twitter.com/chris_mccord/status/1663275883845566473?utm_source=thinkingelixir&utm_medium=shownotes) – Chris McCord announced LiveView 0.19 and TodoTrek demo application. - https://phoenixframework.org/blog/phoenix-liveview-0.19-released (https://phoenixframework.org/blog/phoenix-liveview-0.19-released?utm_source=thinkingelixir&utm_medium=shownotes) – Blog post for the LiveView 0.19 release - https://github.com/chrismccord/todo_trek (https://github.com/chrismccord/todo_trek?utm_source=thinkingelixir&utm_medium=shownotes) – OpenSourced Todo Trek project. “A trello-like todo board which shows off different dynamic form strategies with Phoenix LiveView.” - https://www.twitch.tv/josevalim (https://www.twitch.tv/josevalim?utm_source=thinkingelixir&utm_medium=shownotes) – José Valim Twitch account - https://www.twitch.tv/videos/1827518510 (https://www.twitch.tv/videos/1827518510?utm_source=thinkingelixir&utm_medium=shownotes) – Prompts for AI agents in Elixir - Day 1 (NO LONGER AVAILABLE) - https://www.twitch.tv/videos/1828360654 (https://www.twitch.tv/videos/1828360654?utm_source=thinkingelixir&utm_medium=shownotes) – Prompts for AI agents in Elixir - Day 2 (NO LONGER AVAILABLE) - https://www.twitch.tv/videos/1832616594 (https://www.twitch.tv/videos/1832616594?utm_source=thinkingelixir&utm_medium=shownotes) – Contributing to Open Source with Elixir! - https://twitter.com/josevalim/status/1663316201584443394 (https://twitter.com/josevalim/status/1663316201584443394?utm_source=thinkingelixir&utm_medium=shownotes) – José on Twitter sharing the - https://github.com/livebook-dev/livebook/pull/1936 (https://github.com/livebook-dev/livebook/pull/1936?utm_source=thinkingelixir&utm_medium=shownotes) – Livebook doctest feature ended in a PR that was merged. - https://twitter.com/christhekeele/status/1661178730037886978 (https://twitter.com/christhekeele/status/1661178730037886978?utm_source=thinkingelixir&utm_medium=shownotes) – Chris Keele shared a tip about customizing your IEx prompt to make copying output easier. - https://www.youtube.com/watch?v=qr6VAfCm_QE (https://www.youtube.com/watch?v=qr6VAfCm_QE?utm_source=thinkingelixir&utm_medium=shownotes) – On the shoulder of giants there's room for larger giants- F. Cesarini, A. Leopardi | CBL Mexico 23 - https://www.youtube.com/watch?v=7yU9mvwZKoY (https://www.youtube.com/watch?v=7yU9mvwZKoY?utm_source=thinkingelixir&utm_medium=shownotes) – Distributed Elixir made easy by Johanna Larsson | Code BEAM Lite Mexico 2023 - https://www.youtube.com/watch?v=phRXs8SKzP0 (https://www.youtube.com/watch?v=phRXs8SKzP0?utm_source=thinkingelixir&utm_medium=shownotes) – How to sell Elixir (Again) by Evadne Wu | Code BEAM Lite Stockholm 2023 - https://2023.elixirconf.com (https://2023.elixirconf.com?utm_source=thinkingelixir&utm_medium=shownotes) – ElixirConf tickets are now on sale Do you have some Elixir news to share? Tell us at @ThinkingElixir (https://twitter.com/ThinkingElixir) or email at show@thinkingelixir.com (mailto:show@thinkingelixir.com) Discussion Resources - https://pragprog.com/titles/smgaelixir/genetic-algorithms-in-elixir/ (https://pragprog.com/titles/smgaelixir/genetic-algorithms-in-elixir/?utm_source=thinkingelixir&utm_medium=shownotes) - https://teller.io/ (https://teller.io/?utm_source=thinkingelixir&utm_medium=shownotes) - https://github.com/livebook-dev/kino_bumblebee (https://github.com/livebook-dev/kino_bumblebee?utm_source=thinkingelixir&utm_medium=shownotes) - https://github.com/elixir-nx/bumblebee/pull/199 (https://github.com/elixir-nx/bumblebee/pull/199?utm_source=thinkingelixir&utm_medium=shownotes) – You recently added LLaMa support to Bumblebee - https://www.semianalysis.com/p/google-we-have-no-moat-and-neither (https://www.semianalysis.com/p/google-we-have-no-moat-and-neither?utm_source=thinkingelixir&utm_medium=shownotes) – Google AI researcher leaked memo - https://ai.facebook.com/blog/large-language-model-llama-meta-ai/ (https://ai.facebook.com/blog/large-language-model-llama-meta-ai/?utm_source=thinkingelixir&utm_medium=shownotes) - https://en.wikipedia.org/wiki/Monkeyselfiecopyright_dispute (https://en.wikipedia.org/wiki/Monkey_selfie_copyright_dispute?utm_source=thinkingelixir&utm_medium=shownotes) – In December 2014, the United States Copyright Office stated that works created by a non-human, such as a photograph taken by a monkey, are not copyrightable. - https://github.com/microsoft/LoRA (https://github.com/microsoft/LoRA?utm_source=thinkingelixir&utm_medium=shownotes) Guest Information - https://twitter.com/sean_moriarity (https://twitter.com/sean_moriarity?utm_source=thinkingelixir&utm_medium=shownotes) – on Twitter - https://github.com/seanmor5/ (https://github.com/seanmor5/?utm_source=thinkingelixir&utm_medium=shownotes) – on Github - https://seanmoriarity.com (https://seanmoriarity.com?utm_source=thinkingelixir&utm_medium=shownotes) – Blog Find us online - Message the show - @ThinkingElixir (https://twitter.com/ThinkingElixir) - Message the show on Fediverse - @ThinkingElixir@genserver.social (https://genserver.social/ThinkingElixir) - Email the show - show@thinkingelixir.com (mailto:show@thinkingelixir.com) - Mark Ericksen - @brainlid (https://twitter.com/brainlid) - Mark Ericksen on Fediverse - @brainlid@genserver.social (https://genserver.social/brainlid) - David Bernheisel - @bernheisel (https://twitter.com/bernheisel) - David Bernheisel on Fediverse - @dbern@genserver.social (https://genserver.social/dbern) - Cade Ward - @cadebward (https://twitter.com/cadebward) - Cade Ward on Fediverse - @cadebward@genserver.social (https://genserver.social/cadebward)

We talk about modern Node.js architecture and how developers can better maintain it with Juri Strumpflohner, Senior Director of Developer Experience at Nx. Links https://www.youtube.com/@nxdevtools https://twitter.com/NxDevTools https://nx.dev/getting-started/intro https://twitter.com/juristr https://www.linkedin.com/in/juristr https://github.com/juristr https://www.youtube.com/c/JuriStrumpflohner https://egghead.io/q/resources-by-juri-strumpflohner Tell us what you think of PodRocket We want to hear from you! We want to know what you love and hate about the podcast. What do you want to hear more about? Who do you want to see on the show? Our producers want to know, and if you talk with us, we’ll send you a $25 gift card! If you’re interested, schedule a call with us (https://podrocket.logrocket.com/contact-us) or you can email producer Kate Trahan at kate@logrocket.com (mailto:kate@logrocket.com) Follow us. Get free stickers. Follow us on Apple Podcasts, fill out this form (https://podrocket.logrocket.com/get-podrocket-stickers), and we’ll send you free PodRocket stickers! What does LogRocket do? LogRocket combines frontend monitoring, product analytics, and session replay to help software teams deliver the ideal product experience. Try LogRocket for free today. (https://logrocket.com/signup/?pdr) Special Guest: Juri Strumpflohner.

Today on Elixir Wizards, José Valim, creator of the Elixir programming language, joins hosts Sundi Myint and Owen Bickford to discuss the future of Elixir, upcoming features, changes to the language and ecosystem, and the potential for a type system. José discusses how Elixir’s extensibility allows the ecosystem to grow with new tools and libraries, all while requiring few languages to the core language. Key Takeaways: The origin of the famous rainbow heart combo José’s hands-off approach to planning the ecosystem which allows community contribution without reliance on the core team The success and growth of the Elixir community Lessons learned in the first ten years of the language The evolution of Elixir's documentation and the role of Livebook in creating more interactive and engaging learning experiences The potential for Elixir Nx to make numerical computation, machine learning, and data science more accessible to Elixir developers Potential implementation of a gradual type system and the importance of backwards compatibility The role of the Elixir community in shaping the language's development and ecosystem, including the importance of open-source contributions Whether we’ll see Elixir 2.0 in the next decade Links mentioned in this episode: Josė Valim Keynote ElixirConf EU Bringing Elixir to Life (https://www.youtube.com/watch?v=xItzdrzY1Dc) Dashbit - https://dashbit.co/ Elixir programming language: https://elixir-lang.org/ ElixirConf: https://elixirconf.com/ ElixirForum: https://elixirforum.com/ Elixir's Logger library: https://hexdocs.pm/logger/Logger.html José's Twitter: https://twitter.com/josevalim ElixirLS (Elixir Language Server) https://github.com/elixir-lsp/elixir-ls Mermaid Charts in Livebook - https://news.livebook.dev/date/2022/1 IEx - https://hexdocs.pm/iex/1.14/IEx.html Numerical Elixir - Nx: https://hexdocs.pm/nx/getting-started.html Nerves: https://hexdocs.pm/nerves/getting-started.html Membrane: https://hexdocs.pm/membrane/getting-started.html Dialyxir: https://hexdocs.pm/dialyxir/readme.html LiveBook: https://hexdocs.pm/livebook/getting-started.html Bumblebee: https://github.com/elixir-nx/bumblebee Special Guest: José Valim.

Today on Elixir Wizards, Sundi Myint and Owen Bickford are joined by Saša Jurić, distinguished developer, mentor, and author of Elixir in Action. They discuss the future of training and education in Elixir, challenges faced by new Elixir developers, Phoenix generators, peer mentorship, the emergence of types, and when it’s time to close the umbrella. Key Takeaways: The functional programming paradigm, the actor model, and concurrency Adapting to the Elixir syntax and tooling The role of community, mentorship, and continuous learning in Elixir education The pros and cons of Phoenix generators for Elixir development Customizing templates in the Phoenix priv directory to better suit individual needs The importance of understanding and adapting generated code for maintainability and proper abstractions Importance of having a clear separation between core and interface Adapting to different opinions and preferences within a development team Refactoring and restructuring code to improve quality and reduce complexity Static typing for better documentation and the limitations of dynamic code Umbrella apps vs. mix configuration and how to avoid complexity Links Mentioned in this Episode: Enter to win a copy of Elixir in Action: https://smr.tl/2023bookgiveaway Elixir in Action by Saša Jurić https://www.manning.com/books/elixir-in-action 35% discount code for book on manning.com: podexwizards20 Saša’s Website/Blog TheErlangelist.com (https://www.theerlangelist.com/) Towards Maintainable Elixir - Saša Jurić's Medium Blog Article Series (https://medium.com/very-big-things/towards-maintainable-elixir-the-core-and-the-interface-c267f0da43) Boundary (https://hex.pm/packages/boundary): Managing cross-module dependencies in Elixir projects Site Encrypt (https://hex.pm/packages/site_encrypt): Integrated Certification via Let's Encrypt for Elixir-powered sites Authentication Generator in Phoenix: https://hexdocs.pm/phoenix/mixphxgen_auth.html Ecto query generator for Elixir https://hexdocs.pm/ecto/Ecto.html GraphQL: Query language for APIs https://graphql.org/ Dialyxir: https://hexdocs.pm/dialyxir/readme.html Nx (Numerical Elixir) GitHub Repository: https://github.com/elixir-nx/nx ElixirLS (Elixir Language Server) GitHub Repository: https://github.com/elixir-lsp/elixir-ls Special Guest: Saša Jurić.

This week on the Unnamed Automotive Podcast, our hosts ask "What's good and what's merely adequate?" as they discuss two Lexuses...or is that Lexii? Whatever the plural, the conversation starts with the 2023 Lexus RZ450e, an all-electric crossover with the same platform as the Toyota bZ4x. With polarizing looks, uninspired specs and an unnecessary steering gimmick, our hosts have plenty to talk about, specifically regarding if Lexus put its best effort forward with its first EV. Then the conversation shifts to the brand's first plug-in hybrid, the 2023 Lexus NX450h+, which cribs much of the mechanicals from the Toyota RAV4 Prime, and puts it all into a sexy, high-end body from Lexus. Benjamin suggests that this what it Lexus wants to actually make0151rather than its boring, bland EV offerings—and has many reasons to prove his point. Thanks for listening, and don't forget to subscribe, rate and message us on social media or our website!

News-only episode covers the new Phoenix.Template project, upcoming Nx work for Elixir using multiple GPUs, benefits of Elixir as seen by new people learning it, integrating the Trix JS WYSIWYG editor with LiveView, a new service called "Code Code Ship" that aims to make commercial Hex packages a thing in the Elixir space, and more! Show Notes online - http://podcast.thinkingelixir.com/138 (http://podcast.thinkingelixir.com/138) Elixir Community News - https://twitter.com/TheErlef/status/1620482168219738116 (https://twitter.com/TheErlef/status/1620482168219738116?utm_source=thinkingelixir&utm_medium=shownotes) – José Valim updated Phoenix.Template to include an implementation of the embedtemplates/2 macro - https://github.com/phoenixframework/phoenix_template/commit/d6098a7f647911f68149196c7ec19c9fba935a85 (https://github.com/phoenixframework/phoenix_template/commit/d6098a7f647911f68149196c7ec19c9fba935a85?utm_source=thinkingelixir&utm_medium=shownotes) – The commit - https://culttt.com/2023/01/27/embedding-xml-templates-phoenix-1-7 (https://culttt.com/2023/01/27/embedding-xml-templates-phoenix-1-7?utm_source=thinkingelixir&utm_medium=shownotes) – Philip Brown had an issue rendering XML templates in the new Phoenix 1.7 causing him to dig deeper and write about it. - https://github.com/phoenixframework/phoenix_template (https://github.com/phoenixframework/phoenix_template?utm_source=thinkingelixir&utm_medium=shownotes) – The new phoenixtemplate package - https://github.com/phoenixframework/phoenix/blob/master/CHANGELOG.md (https://github.com/phoenixframework/phoenix/blob/master/CHANGELOG.md?utm_source=thinkingelixir&utm_medium=shownotes) – Phoenix 1.7 current RC changelog - https://genserver.social/notice/ARrm86OMb5K6yekcUK (https://genserver.social/notice/ARrm86OMb5K6yekcUK?utm_source=thinkingelixir&utm_medium=shownotes) – José Valim shared a bit about the work going on in the Nx projects. This is where Elixir/ML join together. - https://twitter.com/clarkware/status/1616504190171287565 (https://twitter.com/clarkware/status/1616504190171287565?utm_source=thinkingelixir&utm_medium=shownotes) – Mike Clark and the Pragmatic Studios course - https://twitter.com/EnriqueLeigh/status/1622537492594393088 (https://twitter.com/EnriqueLeigh/status/1622537492594393088?utm_source=thinkingelixir&utm_medium=shownotes) – Enrique Leigh has been interviewing people learning Elixir and shared some results in this Twitter thread. - https://twitter.com/polvalente/status/1621751987594215430 (https://twitter.com/polvalente/status/1621751987594215430?utm_source=thinkingelixir&utm_medium=shownotes) – Elixir telemetry is going to gain GRPC support soon - https://github.com/elixir-grpc/grpc/pull/298 (https://github.com/elixir-grpc/grpc/pull/298?utm_source=thinkingelixir&utm_medium=shownotes) - https://elixircahttps://hex.pm/packages/ectosts.io/trix-editor (https://elixircahttps://hex.pm/packages/ectosts.io/trix-editor?utm_source=thinkingelixir&utm_medium=shownotes) – Trix Editor setup in LiveView tutorial - https://trix-editor.org/ (https://trix-editor.org/?utm_source=thinkingelixir&utm_medium=shownotes) - https://codecodeship.com/blog/2023-01-25-sell-your-library-for-money (https://codecodeship.com/blog/2023-01-25-sell-your-library-for-money?utm_source=thinkingelixir&utm_medium=shownotes) – Code Code Ship - Sell your code. Starting with Elixir then moving to Javascript, C#, and Ruby - https://twitter.com/TheErlef/status/1621929830135791616 (https://twitter.com/TheErlef/status/1621929830135791616?utm_source=thinkingelixir&utm_medium=shownotes) – Code BEAM Lite Stockholm takes place on May 12th 2023. It is a one-track in-person conference. - https://sessionize.com/code-beam-lite-stockholm-2023 (https://sessionize.com/code-beam-lite-stockholm-2023?utm_source=thinkingelixir&utm_medium=shownotes) Do you have some Elixir news to share? Tell us at @ThinkingElixir (https://twitter.com/ThinkingElixir) or email at show@thinkingelixir.com (mailto:show@thinkingelixir.com) Find us online - Message the show - @ThinkingElixir (https://twitter.com/ThinkingElixir) - Message the show on Fediverse - @ThinkingElixir@genserver.social (https://genserver.social/ThinkingElixir) - Email the show - show@thinkingelixir.com (mailto:show@thinkingelixir.com) - Mark Ericksen - @brainlid (https://twitter.com/brainlid) - Mark Ericksen on Fediverse - @brainlid@genserver.social (https://genserver.social/brainlid) - David Bernheisel - @bernheisel (https://twitter.com/bernheisel) - David Bernheisel on Fediverse - @dbern@genserver.social (https://genserver.social/dbern) - Cade Ward - @cadebward (https://twitter.com/cadebward) - Cade Ward on Fediverse - @cadebward@genserver.social (https://genserver.social/cadebward)

We talk with Philip Brown who started Prise in Jan 2022 using Elixir, Axon and Nx to apply machine learning to project management. He shares what he's accomplished as a one-person dev team and how Elixir enabled him to develop more rapidly. He shares how, with no ML academic training, he learned as he went and developed and trained his own models that classify and prioritize people's tasks spread across multiple systems! A fun and empowering discussion! Show Notes online - http://podcast.thinkingelixir.com/133 (http://podcast.thinkingelixir.com/133) Elixir Community News - https://twitter.com/whatyouhide/status/1609914819511222273 (https://twitter.com/whatyouhide/status/1609914819511222273) – Andrea Leopardi has started a video series solving networking problems from protohackers.com - https://protohackers.com/ (https://protohackers.com/) - https://twitter.com/livebookdev/status/1608127539196882944 (https://twitter.com/livebookdev/status/1608127539196882944) – A Smart cell for playing with DALL-E directly from Livebook - https://github.com/PJUllrich/kino_dalle (https://github.com/PJUllrich/kino_dalle) - https://twitter.com/toranb/status/1609238634020106246 (https://twitter.com/toranb/status/1609238634020106246) – A "hello world" of ML with Axon - https://gist.github.com/toranb/e5c48565e83e4baaaf2c5850531a8a58 (https://gist.github.com/toranb/e5c48565e83e4baaaf2c5850531a8a58) – Gist with the full example - https://en.wikipedia.org/wiki/Fizz_buzz (https://en.wikipedia.org/wiki/Fizz_buzz) – Fizz Buzz explained - https://www.germanvelasco.com/blog/phoenix-1-7-is-view-less (https://www.germanvelasco.com/blog/phoenix-1-7-is-view-less) – German Velesco released a video and post about Phoenix going “View-less” - https://www.youtube.com/watch?v=h-803kOXq3g (https://www.youtube.com/watch?v=h-803kOXq3g) - https://news.ycombinator.com/item?id=34188461 (https://news.ycombinator.com/item?id=34188461) – The view-less post discussion on Hacker News - https://www.youtube.com/playlist?list=PLvL2NEhYV4ZuuF39ADAh6IwIuh8K6gd (https://www.youtube.com/playlist?list=PLvL2NEhYV4ZuuF39_A_DAh6IwIuh8K6gd) – ElixirConf EU 2022 videos continue to be released. - https://rocket-science.ru/hacking/2023/01/01/finitomata-marries-ecto (https://rocket-science.ru/hacking/2023/01/01/finitomata-marries-ecto) – finitomata library updated to support Ecto - https://github.com/am-kantox/finitomata (https://github.com/am-kantox/finitomata) - https://fosstodon.org/@lfe/109620918877368730 (https://fosstodon.org/@lfe/109620918877368730) – Version 2.1.0 of LFE was released. - https://pagespeed.web.dev/report (https://pagespeed.web.dev/report) – Fun experiment. Pagespeed Insights and LiveView with Tailwind. - https://hex.pm/packages/phoenix_seo (https://hex.pm/packages/phoenix_seo) – Phoenix SEO package Do you have some Elixir news to share? Tell us at @ThinkingElixir (https://twitter.com/ThinkingElixir) or email at show@thinkingelixir.com (mailto:show@thinkingelixir.com) Discussion Resources - https://prise.com (https://prise.com) - https://www.reddit.com/r/elixir/comments/z9q156/ibuiltpriseatooltotrackandsearch_work/ (https://www.reddit.com/r/elixir/comments/z9q156/i_built_prise_a_tool_to_track_and_search_work/) - https://fly.io/phoenix-files/recognize-digits-using-ml-in-elixir/ (https://fly.io/phoenix-files/recognize-digits-using-ml-in-elixir/) – End-to-end article showing recognizing handwritten digits with Elixir, Axon, and Nx - https://twitter.com/philipbrown/status/1604476648639692800 (https://twitter.com/philipbrown/status/1604476648639692800) – Tweet about Elixir reducing cost of development - https://twitter.com/philipbrown/status/1604793690630672384 (https://twitter.com/philipbrown/status/1604793690630672384) – Tweet about Elixir reducing cost of development Guest Information - https://twitter.com/philipbrown (https://twitter.com/philipbrown) – on Twitter - https://github.com/philipbrown/ (https://github.com/philipbrown/) – on Github - https://prise.com (https://prise.com) – Website - https://culttt.com (https://culttt.com) – Blog - philip@prise.com Find us online - Message the show - @ThinkingElixir (https://twitter.com/ThinkingElixir) - Message the show on Mastadon - @ThinkingElixir@genserver.social (https://genserver.social/ThinkingElixir) - Email the show - show@thinkingelixir.com (mailto:show@thinkingelixir.com) - Mark Ericksen - @brainlid (https://twitter.com/brainlid) - Mark Ericksen on Mastadon - @brainlid@genserver.social (https://genserver.social/brainlid) - David Bernheisel - @bernheisel (https://twitter.com/bernheisel) - David Bernheisel on Mastadon - @dbern@genserver.social (https://genserver.social/dbern) - Cade Ward - @cadebward (https://twitter.com/cadebward) - Cade Ward on Mastadon - @cadebward@genserver.social (https://genserver.social/cadebward)

The Elixir community is buzzing with excitement around Bumblebee! Bumblebee makes it easy to use a variety of pre-trained neural network models in Elixir. José Valim, Paulo Valente, and Jonatan Kłosko join us to talk about this latest advancement. We learn how Bumblebee works, the abilities that are supported today, where things are going next and the longer term visions of what's possible. We cover the new Livebook smart cells that create an easy playground for playing with Bumblebee, a single-file Phoenix example that does image classification, and much more! Show Notes online - http://podcast.thinkingelixir.com/130 (http://podcast.thinkingelixir.com/130) Elixir Community News - https://news.livebook.dev/announcing-bumblebee-gpt2-stable-diffusion-and-more-in-elixir-3Op73O (https://news.livebook.dev/announcing-bumblebee-gpt2-stable-diffusion-and-more-in-elixir-3Op73O) – José Valim made the Bumblebee reveal - https://github.com/elixir-nx/bumblebee/tree/main/examples/phoenix (https://github.com/elixir-nx/bumblebee/tree/main/examples/phoenix) – Phoenix examples using Bumblebee - https://spawnfest.org/2022.html (https://spawnfest.org/2022.html) – SpawnFest 2022 winners announced - https://github.com/spawnfest/json_native (https://github.com/spawnfest/json_native) – 1st place overall - jasonnative - https://github.com/spawnfest/secret_vault (https://github.com/spawnfest/secret_vault) – Tie for 2nd place - secretvault - https://github.com/spawnfest/the-arborists (https://github.com/spawnfest/the-arborists) – Tied for 2nd place - the-arborists - https://github.com/spawnfest/dtu (https://github.com/spawnfest/dtu) – 3rd place overall - dtu (“Data The Ultimate”) - https://podcast.thinkingelixir.com/127 (https://podcast.thinkingelixir.com/127) – Lively project episode won in Livebook category - https://twitter.com/sorentwo/status/1600167231828086785 (https://twitter.com/sorentwo/status/1600167231828086785) – Github's Dependabot Elixir support explained - https://fosstodon.org/@tylerayoung/109467615067473743 (https://fosstodon.org/@tylerayoung/109467615067473743) – Post from Tyler Young about Dependabot - https://twitter.com/ElixirMembrane/status/1599751442180382721 (https://twitter.com/ElixirMembrane/status/1599751442180382721) – The Membrane GitHub org is changing to Jellyfish - https://podcast.thinkingelixir.com/43 (https://podcast.thinkingelixir.com/43) – Previous interview about Membrane - https://github.com/benvp/ex_cva (https://github.com/benvp/ex_cva) – Class Variance Authority library - https://elixirforum.com/t/cva-easily-construct-component-variants/52043 (https://elixirforum.com/t/cva-easily-construct-component-variants/52043) – CVA variant usage explained - https://github.com/joe-bell/cva (https://github.com/joe-bell/cva) – Original implementation in JS Do you have some Elixir news to share? Tell us at @ThinkingElixir (https://twitter.com/ThinkingElixir) or email at show@thinkingelixir.com (mailto:show@thinkingelixir.com) Discussion Resources - https://twitter.com/josevalim/status/1600955042621976576 (https://twitter.com/josevalim/status/1600955042621976576) – Bumblebee announcement - https://news.livebook.dev/announcing-bumblebee-gpt2-stable-diffusion-and-more-in-elixir-3Op73O (https://news.livebook.dev/announcing-bumblebee-gpt2-stable-diffusion-and-more-in-elixir-3Op73O) – Livebook announcement with embedded Youtube video - https://www.youtube.com/watch?v=g3oyh3g1AtQ (https://www.youtube.com/watch?v=g3oyh3g1AtQ) – YouTube show-and-tell video from Jose - https://twitter.com/josevalim/status/1601228739819450368 (https://twitter.com/josevalim/status/1601228739819450368) – Guest article on HuggingFace about Elixir and ML - https://huggingface.co/blog/elixir-bumblebee (https://huggingface.co/blog/elixir-bumblebee) - https://github.com/elixir-nx/bumblebee/tree/main/examples/phoenix (https://github.com/elixir-nx/bumblebee/tree/main/examples/phoenix) – Examples of embedding a Phoenix app in a single file from Chris McCord - https://github.com/livebook-dev/kino_bumblebee (https://github.com/livebook-dev/kino_bumblebee) – Livebook smart cell - https://podcast.thinkingelixir.com/109 (https://podcast.thinkingelixir.com/109) – Paulo episode - https://podcast.thinkingelixir.com/46 (https://podcast.thinkingelixir.com/46) – Jonatan episode - https://huggingface.co (https://huggingface.co) - https://github.com/elixir-nx/scholar (https://github.com/elixir-nx/scholar) - https://podcast.thinkingelixir.com/104 (https://podcast.thinkingelixir.com/104) – Exploring Our Data with Chris Grainger - https://podcast.thinkingelixir.com/95 (https://podcast.thinkingelixir.com/95) – Rustler Precompiled with Philip Sampaio - https://en.wikipedia.org/wiki/Federated_learning (https://en.wikipedia.org/wiki/Federated_learning) - https://prise.com/ (https://prise.com/) - https://www.amplified.ai/ (https://www.amplified.ai/) - https://github.com/polvalente/nx-signal (https://github.com/polvalente/nx-signal) - https://erlef.org/slack-invite/erlef (https://erlef.org/slack-invite/erlef) Guest Information - https://genserver.social/josevalim (https://genserver.social/josevalim) – José Valim on Mastadon - https://twitter.com/josevalim (https://twitter.com/josevalim) – José Valim on Twitter - https://github.com/josevalim (https://github.com/josevalim) – José Valim on Github - https://dashbit.co/ (https://dashbit.co/) – Dashbit website and blog - https://github.com/jonatanklosko/ (https://github.com/jonatanklosko/) – Jonatan Kłosko on Github - https://jonatanklosko.com/ (https://jonatanklosko.com/) – Blog - jonatanklosko@gmail.com (mailto:jonatanklosko@gmail.com) – Jonatan's email - https://twitter.com/polvalente (https://twitter.com/polvalente) – Paulo Valente on Twitter - https://github.com/polvalente/ (https://github.com/polvalente/) – Paulo Valente on Github Find us online - Message the show - @ThinkingElixir (https://twitter.com/ThinkingElixir) - Message the show on Mastadon - @ThinkingElixir@genserver.social (https://genserver.social/ThinkingElixir) - Email the show - show@thinkingelixir.com (mailto:show@thinkingelixir.com) - Mark Ericksen - @brainlid (https://twitter.com/brainlid) - Mark Ericksen on Mastadon - @brainlid@genserver.social (https://genserver.social/brainlid) - David Bernheisel - @bernheisel (https://twitter.com/bernheisel) - David Bernheisel on Mastadon - @dbern@genserver.social (https://genserver.social/dbern) - Cade Ward - @cadebward (https://twitter.com/cadebward) - Cade Ward on Mastadon - @cadebward@genserver.social (https://genserver.social/cadebward)

Chris Grainger explains Explorer, Nx's recent addition. It's a “Data Frame” library which sounds far more nebulous than it is. It lets us explore and manipulate two-dimensional data like we already do with DB tables, spreadsheets, CSV files, etc. Only this works in memory, is faster, and has predefined functions that make it very powerful. Explorer fills an important slot in the overall pie for data science and ML in Elixir. However, Explorer is also one of the tools that “regular” Elixir devs can take advantage of today! Show Notes online - http://podcast.thinkingelixir.com/104 (http://podcast.thinkingelixir.com/104) Elixir Community News - https://twitter.com/josevalim/status/1535008937640181760 (https://twitter.com/josevalim/status/1535008937640181760) – At ElixirConf EU, José Valim announced there is an ongoing PhD scholarship for researching and developing a type system for Elixir that is powered by set-theoretic types. - https://www.irif.fr/~gc/ (https://www.irif.fr/~gc/) – Giuseppe Castagna's Home Page. Senior Research Scientist - https://arxiv.org/abs/2111.03354 (https://arxiv.org/abs/2111.03354) – Programming with union, intersection, and negation types - https://twitter.com/fhunleth/status/1534826558774464512 (https://twitter.com/fhunleth/status/1534826558774464512) - https://podcast.thinkingelixir.com/72 (https://podcast.thinkingelixir.com/72) – Typecheck interview - https://github.com/ergo-services/ergo (https://github.com/ergo-services/ergo) – We learned of a Golang library called “ergo” that is an “actor based Framework for creating microservices using technologies and design patterns of Erlang/OTP in Golang” - https://twitter.com/erlangforums/status/1534822378722713601 (https://twitter.com/erlangforums/status/1534822378722713601) – Patch Package OTP 25.0.1 Released - https://erlangforums.com/t/patch-package-otp-25-0-1-released/1526 (https://erlangforums.com/t/patch-package-otp-25-0-1-released/1526) – Minor bug fixes. Zlib updated - https://flowbite.com/docs/getting-started/introduction/ (https://flowbite.com/docs/getting-started/introduction/) – More free alternative to TailwindUI - https://github.com/tailwindlabs/tailwindcss/releases/tag/v3.1.2 (https://github.com/tailwindlabs/tailwindcss/releases/tag/v3.1.2) – tailwindcss CLI v3.1.2 released which includes postcss-import into the CLI bundle - https://twitter.com/adamwathan/status/1535989815778463746 (https://twitter.com/adamwathan/status/1535989815778463746) – Adam Wathan, the Tailwind CSS guy, had a fun quote that we liked. - “Open source is “right to repair” for software — nothing more, nothing less. Maintain that attitude and any frustration or entitlement you feel will be replaced with gratitude. Better for maintainers, and better for you.” Do you have some Elixir news to share? Tell us at @ThinkingElixir (https://twitter.com/ThinkingElixir) or email at show@thinkingelixir.com (mailto:show@thinkingelixir.com) Discussion Resources - https://github.com/elixir-nx/explorer (https://github.com/elixir-nx/explorer) - https://hexdocs.pm/explorer/Explorer.html (https://hexdocs.pm/explorer/Explorer.html) - https://hexdocs.pm/explorer/Explorer.DataFrame.html (https://hexdocs.pm/explorer/Explorer.DataFrame.html) - https://hexdocs.pm/explorer/Explorer.Series.html (https://hexdocs.pm/explorer/Explorer.Series.html) - https://twitter.com/cigrainger/status/1518896955921154048 (https://twitter.com/cigrainger/status/1518896955921154048) – Tweet about using Rustler and Rustler Precompiled - https://hexdocs.pm/explorer/exploring_explorer.html (https://hexdocs.pm/explorer/exploring_explorer.html) – Includes a “Ten Minutes to Explorer” Livebook guide in the docs to walk you through setup to getting started with a good overview. - https://www.cigrainger.com/posts/introducing-explorer/ (https://www.cigrainger.com/posts/introducing-explorer/) - https://databricks.com/glossary/what-are-dataframes (https://databricks.com/glossary/what-are-dataframes) - https://pandas.pydata.org/docs/user_guide/dsintro.html (https://pandas.pydata.org/docs/user_guide/dsintro.html) - https://dataframes.juliadata.org/stable/ (https://dataframes.juliadata.org/stable/) - https://cran.r-project.org/web/packages/tidyr/vignettes/tidy-data.html (https://cran.r-project.org/web/packages/tidyr/vignettes/tidy-data.html) - https://github.com/dashbitco/table (https://github.com/dashbitco/table) - https://huggingface.co/ (https://huggingface.co/) - https://www.amplified.ai/ (https://www.amplified.ai/) – Chris' company - https://pandas.pydata.org/ (https://pandas.pydata.org/) - https://en.wikipedia.org/wiki/Extract%2Ctransform%2Cload (https://en.wikipedia.org/wiki/Extract%2C_transform%2C_load) - https://github.com/tyrchen/ex_polars (https://github.com/tyrchen/ex_polars) – Library that got him started with Rust, Rustler and working with polars - https://hexdocs.pm/rustler_precompiled/RustlerPrecompiled.html (https://hexdocs.pm/rustler_precompiled/RustlerPrecompiled.html) - https://github.com/philss/rustler_precompiled (https://github.com/philss/rustler_precompiled) - https://huggingface.co/docs/transformers/main_classes/tokenizer (https://huggingface.co/docs/transformers/main_classes/tokenizer) - https://github.com/elixir-nx/tokenizers (https://github.com/elixir-nx/tokenizers) - https://docs.rs/crate/polars/0.22.0 (https://docs.rs/crate/polars/0.22.0) - https://github.com/pola-rs/polars (https://github.com/pola-rs/polars) - https://parquet.apache.org/ (https://parquet.apache.org/) - https://avro.apache.org/ (https://avro.apache.org/) - https://arrow.apache.org/overview/ (https://arrow.apache.org/overview/) - https://vega.github.io/vega-lite/ (https://vega.github.io/vega-lite/) - https://www.rdocumentation.org/packages/dplyr/ (https://www.rdocumentation.org/packages/dplyr/) Guest Information - https://twitter.com/cigrainger (https://twitter.com/cigrainger) – on Twitter - https://github.com/cigrainger/ (https://github.com/cigrainger/) – on Github - https://cigrainger.com (https://cigrainger.com) – Blog Find us online - Message the show - @ThinkingElixir (https://twitter.com/ThinkingElixir) - Email the show - show@thinkingelixir.com (mailto:show@thinkingelixir.com) - Mark Ericksen - @brainlid (https://twitter.com/brainlid) - David Bernheisel - @bernheisel (https://twitter.com/bernheisel) - Cade Ward - @cadebward (https://twitter.com/cadebward)

Sean Moriarity, the author of Genetic Algorithms in Elixir, lays out Machine Learning in the Elixir space. We talk about where it is today and where it's going in the future. Sean talks more about his book, how that led to working with José Valim which then led to the creation of Nx. He fills us in on recent ML events with Google and Facebook and shows us how Elixir fits into the bigger picture. It's a fast developing area and Sean helps us follow the important points even if we aren't doing ML ourselves… because our teams may still need it. Show Notes online - http://podcast.thinkingelixir.com/102 (http://podcast.thinkingelixir.com/102) Elixir Community News - https://github.com/phoenixframework/phoenixliveview/blob/v0.17.10/CHANGELOG.md (https://github.com/phoenixframework/phoenix_live_view/blob/v0.17.10/CHANGELOG.md) – Phoenix LiveView gets a minor release v0.17.10 with formatting improvements - https://www.rakeroutes.com/2022/05/18/let-s-write-an-elixir-livebook-smart-cell (https://www.rakeroutes.com/2022/05/18/let-s-write-an-elixir-livebook-smart-cell) – Creating custom Livebook Smart Cells - https://twitter.com/evadne/status/1527651328188723209 (https://twitter.com/evadne/status/1527651328188723209) – Etso was updated to work with the latest Ecto - https://github.com/evadne/etso (https://github.com/evadne/etso) – Etso library Do you have some Elixir news to share? Tell us at @ThinkingElixir (https://twitter.com/ThinkingElixir) or email at show@thinkingelixir.com (mailto:show@thinkingelixir.com) Discussion Resources - https://pragprog.com/titles/smgaelixir/genetic-algorithms-in-elixir/ (https://pragprog.com/titles/smgaelixir/genetic-algorithms-in-elixir/) – Genetic Algorithms in Elixir - https://github.com/elixir-nx/nx (https://github.com/elixir-nx/nx) – Numerical Elixir (Nx) - https://github.com/elixir-nx/axon (https://github.com/elixir-nx/axon) – Nx-powered Neural Networks for Elixir. - https://pragprog.com/titles/smgaelixir/genetic-algorithms-in-elixir/ (https://pragprog.com/titles/smgaelixir/genetic-algorithms-in-elixir/) – Book - Genetic Algorithms in Elixir - https://scala-lang.org/ (https://scala-lang.org/) - https://www.quora.com/ (https://www.quora.com/) - https://pragprog.com/titles/elixir16/programming-elixir-1-6/ (https://pragprog.com/titles/elixir16/programming-elixir-1-6/) - https://pragprog.com/titles/phoenix14/programming-phoenix-1-4/ (https://pragprog.com/titles/phoenix14/programming-phoenix-1-4/) - https://www.linkedin.com/in/briancardarella/ (https://www.linkedin.com/in/briancardarella/) - https://dockyard.com/ (https://dockyard.com/) - https://dockyard.com/blog/authors/sean-moriarity (https://dockyard.com/blog/authors/sean-moriarity) – Sean's blog posts on Dockyard blog - https://numpy.org/ (https://numpy.org/) - https://llvm.org/ (https://llvm.org/) - https://en.wikipedia.org/wiki/Softmax_function (https://en.wikipedia.org/wiki/Softmax_function) - https://en.wikipedia.org/wiki/Naturallanguageprocessing (https://en.wikipedia.org/wiki/Natural_language_processing) - https://xkcd.com/1897/ (https://xkcd.com/1897/) – XKCD comic - https://www.image-net.org/ (https://www.image-net.org/) - https://www.deeplearningbook.org/ (https://www.deeplearningbook.org/) - https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html (https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html) - https://erlef.org/wg/machine-learning (https://erlef.org/wg/machine-learning) – Erlang Eco-system foundation machine working group Guest Information - https://twitter.com/sean_moriarity (https://twitter.com/sean_moriarity) – on Twitter - https://github.com/seanmor5/ (https://github.com/seanmor5/) – on Github - https://seanmoriarity.com (https://seanmoriarity.com) – Blog Find us online - Message the show - @ThinkingElixir (https://twitter.com/ThinkingElixir) - Email the show - show@thinkingelixir.com (mailto:show@thinkingelixir.com) - Mark Ericksen - @brainlid (https://twitter.com/brainlid) - David Bernheisel - @bernheisel (https://twitter.com/bernheisel) - Cade Ward - @cadebward (https://twitter.com/cadebward)

Weren't you just wondering a bunch of random things about the 2022 Land Rover Range Rover? Get ready for all the details about the secret air-suspension setting, the weird second sharkfin antenna, the non-JLR engine under the hood, the motorized accessories and the overall luxuriousness of it all as Sami spills the beans after his first drive experience. Then Benjamin talks about his time in the 2022 Lexus NX 350h, an overwhelmingly popular luxury vehicle that was in need of a winning update. Is what we got a little too underwhelming? The pair wrap things up with a listener question about the reappearance of another legendary Honda nameplate. Listen to it all right here and don't forget to subscribe, like and send us your feedback!

Benjamin drives the new 2022 Infiniti QX60 and frames his take on it by discusshing the heirarchy of luxury car brands. What is Tier 1 Luxury anyways and where does Infiniti rank? While the QX60 shares many components with the Nissan Pathfinder, the styling and effort with the details are supposed to make it stand out, so find out what Benjamin thinks after his time with the 3-row Japanese luxury SUV. Then Sami goes on a wild discussion about three of the newest and hottest luxury crossovers on the market. The 2022 Lexus NX has a new look and touch-screen interface, but is that enough to overcome the other options in the segment? The 2022 BMW X3 has the best motor in the segment, and a familiar cabin and experience, though can feel a bit choppy at times. Finally the 2022 Genesis GV70 seems like the jack-of-all-trades, with an experience that's good enough for most. Finally, Sami surprises Ben with a new lightning round game called "This or That." You won't want to miss it! Download, stream, rate, review, subscribe or do whatever you want to do! Thanks for listening! Arch Deluxe!

Last week on UAP Sami and Benjamin agreed that the 2022 Genesis GV70 SUV is a class leader, but this week Sami is already flip-flopping on that statement. It turns out the new 2022 Lexus NX plug-in hybrid has caught his attention and he's blabbering non-stop about the new Japanese compact crossover. The pair take a few tangents into Volvo XC40 territory, before bringing up the new 2022 Toyota Tundra and its sneaker inspired powertrain. While other truckmakers offer V8s and diesels, will Toyota survive with just a pair of V6 offerings? Does it have a chance against the hybrid Ford F-150? Finally Benjamin shares all the details of his roadtrip experience in the refreshed 2022 Genesis G70. While he gushes about the powertrain and value, he also wonders if Genesis is ready to abandon its entry level sport sedan like much of the rest of the industry seems set to do. Listen for all the juicy details, specifications, and banter, and please be sure to comment on or review the podcast after you listen!

The 2021 Volvo XC40 Recharge is the Swedish brand's very first all-electric vehicle, and the most powerful version of the XC40 SUV to date. Benjamin dives in to the good and the bad about driving this high-end EV during winter's bitter cold, and compares it against the much cheaper 2021 Kia Soul EV's performance under the same conditions. Sami gives his impressions of the aging, but still interesting 2021 Lexus NX 300 crossover before the pair answer a listener question about the best cheap-and-fun four-door first car.

Di Ferrero e Rádio Disney fazem parte da história um do outro desde que estreamos no Brasil lá em 2010. Com o passar dos anos, vimos Di amadurecer, crescer como pessoa e como artista, vimos ele dando início a sua carreira solo… mas nós vamos fazer nossa viagem desde a primeira vez que ele colou nos nossos estúdios com a sua banda, o NX Zero, lá em 2011! Vem curtir toda essa história agora.