Thinking Elixir Podcast - Episodes Tagged with “Nx”

294: Compile Times, Language Servers, and Python, Oh My!

ThinkingElixir.com — Tue, 03 Mar 2026 04:15:00 -0700

News includes the long-awaited Expert LSP releasing its first release candidate — the unified Elixir Language Server merging Lexical and Next LS — with monorepo support and early adopter feedback already glowing, José Valim shares exciting Elixir v1.20 compile time improvements bringing up to 20% faster compilation on OTP 29 and up to 5x faster with a new interpreted mode, Livebook Desktop makes the move to Tauri bringing Linux support and plans for a reusable Tauri+Elixir package, a new erlang-python library arrives for running Python ML/AI code from Elixir with true parallelism, Nx v0.11 lands with sharding support and MPS backend improvements, and more!

Show Notes online - http://podcast.thinkingelixir.com/294

Elixir Community News

https://paraxial.io/ – Paraxial.io is sponsoring today's show! Sign up for a free trial of Paraxial.io today and mention Thinking Elixir when you schedule a demo for a special offer.
https://x.com/expert_lsp/status/2025624737737539876 – Announcement tweet for Expert LSP v0.1.0-rc.1, the unified Elixir Language Server combining Lexical and Next LS.
https://x.com/mitchhanberg/status/2025625898322469367 – Mitch Hanberg's tweet about the Expert LSP v0.1.0-rc.1 release candidate.
https://expert-lsp.org/the-first-release-candidate/ – Blog post accompanying the Expert LSP v0.1.0-rc.1 release, covering stability goals and the near-term roadmap.
https://github.com/elixir-lang/expert – GitHub repository for Expert, the unified Elixir Language Server. Includes features like compiler diagnostics, completions, go-to-definition, monorepo support, and more.
https://x.com/tylerayoung/status/2025659771789905966 – Tyler Young shares his team's experience using Expert at Jump, calling it the best Elixir LSP experience he's had.
https://x.com/benoitc/status/2024059742096687482 – Benoît Chesneau announces the erlang-python package, enabling Python ML/AI integration with Erlang/Elixir concurrency.
https://github.com/benoitc/erlang-python – GitHub repository for erlang-python, which lets you run Python code from Erlang or Elixir with true parallelism, async/await support, and seamless integration.
https://x.com/josevalim/status/2024464732535521316 – José Valim announces that Livebook Desktop has been converted to Tauri, adding Linux support and plans to extract the Tauri integration as a reusable package.
https://github.com/livebook-dev/livebook#desktop-app – Livebook Desktop nightly builds using the new Tauri-based app for Linux, macOS, and Windows.
https://tauri.app/ – Homepage for Tauri, a cross-platform desktop app framework (Linux, Mac, Windows, Android, iOS) used to build Livebook Desktop.
https://github.com/tauri-apps/tauri – GitHub repository for Tauri, the Rust-based framework now powering Livebook Desktop.
https://x.com/josevalim/status/2024538544685851099 – José Valim shares a detailed update on Elixir v1.20 compile time improvements — ~10% faster on OTP 28, ~20% on OTP 29, and up to 5x faster with a new interpreted mode.
https://github.com/josevalim/langcompilebench – Repository created by José Valim to benchmark and compare compilation times across BEAM languages (Elixir, Erlang, Gleam) with open, public measurements.
https://github.com/elixir-lang/elixir/commit/c40c140e3f524fa8384efd33137ec1c3fab341d3 – Elixir commit that achieved a ~10% compile speed improvement by delaying module deletion, reducing single-core lock contention.
https://github.com/erlang/otp/pull/10615 – Erlang/OTP PR that optimized module loading by reducing single-core lock usage, improving both compilation and boot times by ~10%.
https://github.com/elixir-lang/elixir/pull/15087 – Elixir PR adding an interpreted mode to bypass code loading, resulting in up to 5x faster compile times on multi-core machines.
https://x.com/josevalim/status/2025930710482120825 – José Valim announces an upcoming Elixir v1.20 improvement that drastically reduces incremental recompilation when struct fields are added or removed.
https://x.com/polvalente/status/2024641604313571328 – Paulo Valente announces the release of Nx v0.11, with new features including faster evaluated mode, Nx.runtime_callback, sharding support, and MPS support in Torchx.
https://hex.pm/packages/nx – Hex package page for Nx v0.11, Elixir's numerical computing library.
https://hex.pm/packages/exla – Hex package page for EXLA v0.11, the XLA-based backend for Nx with faster build times and sharding support.
https://hex.pm/packages/torchx – Hex package page for Torchx v0.11, the LibTorch backend for Nx now with MPS (Apple Silicon GPU) support.
https://github.com/elixir-nx/nx – Monorepo for the Nx ecosystem, containing Nx, EXLA, and Torchx packages.
https://github.com/ash-project/usage_rules – The usage_rules package reached v1.0 and beyond (now at v1.2.1). It synchronizes LLM rules files with your dependencies and is independent of Ash.
https://bsky.app/profile/tylerayoung.com/post/3mfcfrhsios2a – Tyler Young shares a doctest quick tip — you can omit the result line in an Elixir doctest and use pattern matching with the iex line continuation syntax instead.
https://x.com/jeffreyguenther/status/2026308201025785940 – Announcement tweet for Courgette, a new declarative TUI (Terminal User Interface) framework for Elixir built on OTP.
https://github.com/LoamStudios/courgette – GitHub repository for Courgette, a LiveView-inspired TUI framework for Elixir featuring a Flexbox layout engine, stateful components, incremental rendering at ~60 FPS, and zero dependencies.
https://github.com/Gazler/breeze – Breeze, another Elixir TUI framework that Courgette resembles in approach.
https://en.wikipedia.org/wiki/Kitty_(terminal_emulator) – Wikipedia page for the Kitty terminal emulator, whose keyboard protocol is supported by Courgette for full keyboard input handling.

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286: A NextJS Escape and 2025 in Review

ThinkingElixir.com — Tue, 06 Jan 2026 04:15:00 -0700

News includes a compelling story of transitioning from NextJS to Phoenix and Ash in just two weeks, Credo 1.7.15 with massive performance improvements dropping runtime from 33 to 9 seconds on large codebases, Soothsayer library updates for time series forecasting, Torchx now running on Apple Metal, an EEF case study on how DNSimple uses Erlang to handle hundreds of billions of DNS queries monthly, the first ever GleamLang conference announced for 2026, and more! After the news, we take a retrospective look at 2025, reviewing notable events and trends throughout the year.

Show Notes online - http://podcast.thinkingelixir.com/286

Elixir Community News

https://paraxial.io/ – Paraxial.io is sponsoring today's show! Sign up for a free trial of Paraxial.io today and mention Thinking Elixir when you schedule a demo for a special offer.
https://wortwildnis.de/ – Urban Dictionary for German colloquial terms created by Jan Wirth
https://github.com/janwirth/wortwildnis – Open source repository for Wortwildnis
https://www.linkedin.com/feed/update/urn:li:activity:7410405236504248320/ – Jan Wirth's story of transitioning from NextJS to Phoenix + Ash, delivering a feature-rich application in two weeks with no prior Elixir experience
https://bsky.app/profile/tylerayoung.com/post/3mavexpiexs24 – Tyler Young announcing Credo 1.7.15 release with massive performance improvements
https://bsky.app/profile/tylerayoung.com/post/3m7435rnflk2a – Tyler Young's PRs that dropped Credo runtime from ~33 seconds to ~9 seconds on a 3500 file codebase
https://github.com/rrrene/credo – Credo GitHub repository
https://github.com/rrrene/credo/blob/master/CHANGELOG.md – Credo changelog with details on version 1.7.15
https://x.com/georgeguimaraes/status/2003450598545563754 – George Guimarães announcing Soothsayer v0.6.1 update
https://github.com/georgeguimaraes/soothsayer – Soothsayer library for time series forecasting in Elixir, inspired by Facebook's Prophet and NeuralProphet
https://x.com/polvalente/status/2005467305984045457 – Paulo Valente sharing that Torchx now runs on Apple Metal
https://github.com/elixir-nx/nx/pull/1652 – PR by Paulo Valente enabling Torchx to run on Apple Metal
https://erlef.org/blog/sponsorship/case-study-sora-dnsimple – EEF case study on how DNSimple uses Erlang to handle hundreds of billions of DNS queries each month
https://x.com/TheErlef/status/2005700343725015158 – Announcement of the first ever GleamLang conference
https://gleamgathering.com – Gleam Gathering conference website, February 21, 2026 in Bristol, UK with keynote by Louis Pilfold

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282: Type Systems and View Transitions

ThinkingElixir.com — Tue, 09 Dec 2025 04:15:00 -0700

News includes cutting-edge research from José Valim and Guillaume Duboc on the data structures powering Elixir's type system that made v1.19 both stronger and faster than v1.18, Phoenix LiveView v1.1.18 with new conveniences including view transition API support, LiveDebugger's biggest release yet with improved assigns inspection and resource monitoring, a new Nx feature enabling Python-Elixir model integration, LangChain library updates, Hologram's creator seeking sustainable sponsorship after 3 years of full-time development, WebGPU now supported in all major browsers bringing desktop-class GPU performance to the web, and more!

Show Notes online - http://podcast.thinkingelixir.com/282

Elixir Community News

https://paraxial.io/ – Paraxial.io is sponsoring today's show! Sign up for a free trial of Paraxial.io today and mention Thinking Elixir when you schedule a demo for a special offer.
https://elixir-lang.org/blog/2025/12/02/lazier-bdds-for-set-theoretic-types/ – Blog post by Guillaume Duboc and José Valim about "Lazier Binary Decision Diagrams (BDDs) for set-theoretic types" - documenting the data structures powering Elixir's type system and optimizations in v1.19
https://x.com/josevalim/status/1995862601113501791 – José Valim's tweet about the BDD blog post
https://github.com/elixir-lang/elixir/releases/tag/v1.19.4 – Elixir v1.19.4 release with bug fixes and new mix xref feature
https://hexdocs.pm/mix/Mix.Tasks.Xref.html – Documentation for mix xref task including new --min-cycle-label option
https://www.tiobe.com/tiobe-index/ – TIOBE Index - programming language popularity rankings
https://nindalf.com/posts/stop-citing-tiobe/ – Article critiquing TIOBE's methodology as fundamentally flawed
https://news.ycombinator.com/item?id=44234633 – Hacker News discussion where José shares how Elixir disappeared from TIOBE top 100 due to having too many books on Amazon
https://hexdocs.pm/phoenix_live_view/changelog.html#v1-1-18-2025-11-25 – Phoenix LiveView v1.1.18 release with new conveniences including function passing in assign, onDocumentPatch callback, and phx-viewport-overrun-target attribute
https://gist.github.com/SteffenDE/cf7cdb91ba037b08cdc583763e4ffc69 – Example gist for using the new onDocumentPatch callback with view transition APIs
https://gist.github.com/SteffenDE/613125993362e30443e58558aa3c8ba0 – Example gist for phx-viewport-overrun-target for infinite table scrolling
https://x.com/swmansionelixir/status/1995511897651806624 – Software Mansion announcement of LiveDebugger 0.5.0 release
https://docs.swmansion.com/live-debugger/ – LiveDebugger documentation - their biggest release yet with improved assigns inspection, async loading, dead LiveViews tracking, and resource monitoring
https://x.com/davydog187/status/1994960093511905305 – Dave Lucia's tweet about new Nx feature by Paulo Valente
New Nx feature allows models written in Python to talk to Elixir and vice versa, breaking down integration barriers
https://bsky.app/profile/brainlid.bsky.social/post/3m6z4xoglls24 – Bluesky announcement of Elixir LangChain v0.4.1 release
https://github.com/brainlid/langchain – LangChain library for Elixir - GitHub repository
https://github.com/brainlid/langchain/blob/main/CHANGELOG.md – LangChain changelog with enhancements for DeepSeek, OpenAI and Anthropic
https://x.com/bart_blast/status/1994150917420056651 – Bart Blast's tweet requesting sponsorship for Hologram development
https://hologram.page/blog/seeking-sustainable-sponsorship – Blog post explaining the need for sustainable sponsorship after 3 years of full-time Hologram development
https://github.com/bartblast/hologram – Hologram GitHub repository - transpiles pure Elixir to JS for the browser
https://web.dev/blog/webgpu-supported-major-browsers – Article announcing WebGPU is now supported in major browsers
https://developer.mozilla.org/en-US/docs/Web/API/WebGPU_API – MDN documentation for WebGPU API - successor to WebGL providing better GPU compatibility and advanced features

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232: Towering Over Errors

ThinkingElixir.com — Tue, 10 Dec 2024 04:15:00 -0700

News includes Saša Jurić updating his project for "The Soul of Erlang and Elixir" talk with the latest technologies, the release of Phoenix LiveView RC 8 with exciting new features, ErrorTracker v0.5.0's enhancements for Ash applications, and the introduction of the NX MLX backend for Apple Silicon, offering efficient machine learning on Mac hardware. Plus, a new VS Code plugin called "Refactorex" brings robust refactoring capabilities to Elixir. We also interview Gonzalo Rodriguez about Tower, a vendor-agnostic error tracking and reporting tool in Elixir, discussing its creation, functionality, and how it simplifies error management across various services. And more!

Show Notes online - http://podcast.thinkingelixir.com/232

Elixir Community News

https://x.com/sasajuric/status/1863889108449337415 – Saša Jurić updated the project used in his "The Soul of Erlang and Elixir" talk, rewriting it with the latest versions of Erlang, Elixir, & Phoenix.
https://github.com/sasa1977/soul_of_erlang_and_elixir – The updated GitHub project for "The Soul of Erlang and Elixir" talk, now using the latest technologies.
https://www.youtube.com/watch?v=JvBT4XBdoUE – Saša Jurić's 2019 talk "The Soul of Erlang and Elixir" is available on YouTube.
https://github.com/phoenixframework/phoenix_live_view/blob/main/CHANGELOG.md#100-rc8-2024-12-02 – Phoenix LiveView RC 8 is out, with new features like extended HEEx syntax and more.
From RC7, there is support for targeting inner and closest query selectors in JS commands.
https://x.com/crbelaus/status/1861450830181720333 – ErrorTracker v0.5.0 release includes support for Ash applications, better mobile experience, and more.
https://bsky.app/profile/samrat.me/post/3lbzwr7gxmk2q – The NX MLX backend for Apple Silicon is announced, offering efficient machine learning on Apple hardware.
https://github.com/elixir-nx/emlx – GitHub repository for NX MLX, Elixir support for the Apple MLX machine learning framework on Apple Silicon.
MLX is designed by Apple for efficient machine learning on MacOS hardware.
https://github.com/cocoa-xu/nif_call – Cocoa's nif_call package allows calling Elixir functions from inside a NIF.
https://bsky.app/profile/zachdaniel.dev/post/3lc2leowiek26 – Zach Daniel's ElixirConf EU talk on the Ash framework is available on YouTube.
https://www.youtube.com/watch?v=vjnPjrCF4rs – Ash: The Story of a Function by Zach Daniel explains why Ash exists and the problems it solves.
https://github.com/gp-pereira/refactorex – New VS Code plugin "Refactorex" by Gabriel Pereira for refactoring Elixir code with several built-in refactorings.
https://adventofcode.com/2024/ – Advent of Code is active, with people participating using their favorite programming languages.
https://notes.club – A platform that hosts a frontend of Livebooks on GitHub, organized by author, likes, and tags, useful for exploring how people are solving Advent of Code problems in Elixir.
https://github.com/ljgago/kino_aoc – A GitHub repository for a Livebook Smart Cell which aids in solving Advent of Code directly from Livebook.
https://github.com/nettinho/smaoc – Another Livebook Smart Cell repository on GitHub for Advent of Code that facilitates problem interaction within Livebook.

Do you have some Elixir news to share? Tell us at @ThinkingElixir or email at show@thinkingelixir.com

Discussion Resources

https://www.mimiquate.com/blog/tower-universal-and-agnostic-elixir-exception-tracking
https://github.com/mimiquate/tower – The root Tower project
https://github.com/mimiquate/tower_email – Email sending when error encountered (uses Swoosh)
https://github.com/mimiquate/tower_error_tracker
https://github.com/mimiquate/tower_sentry
https://github.com/mimiquate/tower_slack
Pull requests for the mentioned Bandit updates
https://github.com/mtrudel/bandit/pull/411
https://github.com/mtrudel/bandit/pull/417
https://github.com/mtrudel/bandit/pull/420

Guest Information

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229: Sharding Functions and MacOS Builds

ThinkingElixir.com — Tue, 19 Nov 2024 04:15:00 -0700

News includes the release of community-maintained prebuilt MacOS builds for OTP by the Erlef, advancements in Elixir NX with the ability to "shard" functions, and exciting updates in Phoenix Live View as it approaches its 1.0 milestone. We also cover Gleam's upcoming release, José Valim's success story with the Elixir type system, and information about the upcoming Elixir is Weird conference. Join us as we dive deeper into these stories and more!

Show Notes online - http://podcast.thinkingelixir.com/229

Elixir Community News

https://elixirforum.com/t/new-community-maintained-otp-builds-for-macos/67338 – The Erlef has released community-maintained prebuilt MacOS builds for OTP, eliminating the need to install additional dependencies.
https://github.com/michallepicki/asdf-erlang-prebuilt-macos – The release includes guidance for using these prebuilt builds with asdf as an alternate Erlang plugin.
https://dockyard.com/blog/2024/11/06/2024/nx-sharding-update-part-1 – Elixir NX is gaining the ability to 'shard' Nx functions, allowing code to be processed in parallel for increased efficiency.
https://bsky.app/profile/akoutmos.bsky.social/post/3laondxqnnc2w – Peter Ulrich and Alex Koutmous released a paid library called Phx2Ban, a Fail2Ban alternative for the Phoenix framework.
Phoenix Live View is nearing its 1.0 milestone, with interesting PRs being discussed.
https://github.com/phoenixframework/phoenix_live_view/pull/3482 – A PR to keep assigns between live navigation in Phoenix Live View, enhancing performance by avoiding unnecessary reloads.
https://github.com/phoenixframework/phoenix_live_view/pull/3498 – A PR to reserve curly brackets for HEEX syntax in Phoenix Live View, which aims to standardize interpolation syntax.
https://github.com/phoenixframework/phoenix_live_view/pull/3478 – A PR proposing the concept of 'phx-portal' to allow content rendering outside its normal spot in LiveView.
https://x.com/gleamlang/status/1855604711606358394 – Gleam is preparing for a new release, with V1.6.0 RC-1 now available.
https://github.com/gleam-lang/gleam/releases/tag/v1.6.0-rc1 – The release notes for Gleam v1.6.0 RC-1 can be found here.
https://github.com/gleam-lang/gleam/blob/v1.6.0-rc1/CHANGELOG.md – The changelog for Gleam v1.6.0 RC-1 is available for review.
https://github.com/elixir-ecto/postgrex/commit/3308f277f455ec64f2d0d7be6263f77f295b1325#diff-0da854f0c1cda9486d776c72ecda6a2e595a7667b72688669bbd80d6b80f0f96R1210 – The Elixir type system identified dead code in Postgrex, showing its progress and usefulness.
https://github.com/phoenixframework/phoenix_live_view/commit/6c6e2aaf6a01957cc6bb8a27d2513bff273e8ca2 – The type system also identified dead code in Phoenix LiveView.
https://x.com/josevalim/status/1856288364665639005 – José Valim shared the success of the Elixir type system in identifying dead code.
Elixir is Weird conference has a Call for Talks for their event on April 17, 2025, in Providence, RI, USA.
https://bsky.app/profile/elixirisweird.bsky.social/post/3lapjx4lw4k2a – Details about the Elixir is Weird conference and the Call for Talks can be found here.
https://x.com/sasajuric/status/1856261149320192317 – Saša Jurić is considering a live coding presentation style for his Alchemy Conf talk.
https://alchemyconf.com/ – More information about Alchemy Conf, taking place from March 31 to April 3, can be found on their website.
Discussion about Bluesky uptick and Elixir community members moving there.

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223: A Boost for Nx, Lib Updates, and Passion Projects

ThinkingElixir.com — Tue, 08 Oct 2024 04:15:00 -0600

News includes José Valim and Chris McCord's collaboration on AI GPU clusters with Fly.io, Nx being selected for Mozilla's Builders Accelerator with a $100,000 award, Parker Selbert's highlights on PostgreSQL 17's improvements for the Oban project, a major update to the Cachex library, and an extension of the call for talks deadline for Alchemy Conf 2025, and more!

Show Notes online - http://podcast.thinkingelixir.com/223

Elixir Community News

https://fly.io/blog/ai-gpu-clusters-from-your-laptop-livebook/ – José Valim and Chris McCord's blog post on AI GPU clusters.
https://x.com/josevalim/status/1838632848955150811 – José Valim shares a post about using Fly.io GPUs with Livebook.
https://x.com/josevalim/status/1838633779851833391 – José Valim discusses bringing Nx, Livebook, and FLAME to HPC.
https://dockyard.com/blog/2024/09/24/nx-selected-for-mozilla-inaugural-builders-accelerator-cohort-promoting-open-source-ai-solutions – Nx project selected for Mozilla's Builders Accelerator, receiving $100,000.
https://x.com/germsvel/status/1841054951801569778 – German Velasco's ElixirStream video on the new Date shift function in Elixir.
https://www.elixirstreams.com/tips/date-shift – Demo of Date shift function constrained by calendar rules in Elixir.
https://hexdocs.pm/phoenix_test/changelog.html#0-4-0 – PhoenixTest update with changes including PhoenixTest.upload/3.
https://x.com/sorentwo/status/1840786285755035839 – Parker Selbert's post about PostgreSQL 17 and its benefits for Oban.
https://www.postgresql.org/about/news/postgresql-17-released-2936/ – PostgreSQL 17 release announcement.
https://learnsql.com/blog/cte-with-examples/ – Explanation of CTEs.
https://whitfin.io/blog/cachex-v4-0-optimization-consolidation-and-routing/ – Blog post about Cachex v4.0 updates and changes.
https://github.com/whitfin/cachex – The GitHub repository for Cachex, a powerful caching library for Elixir.
https://x.com/TylerAYoung/status/1838631217857474979 – Update on Elixir's Geo library version 4.0.
https://github.com/felt/geo – GitHub repository for the Geo library.
https://felt.com/ – Company maintaining the Geo library and providing GIS data tools.
https://x.com/Alchemy_Conf/status/1841069715743002728 – Alchemy Conf 2025 extends call for talks deadline to Oct 31st.
https://www.papercall.io/alchemy-conf-2025 – Submission page for the Alchemy Conf 2025 call for talks.
https://alchemyconf.com/ – Official website for the Alchemy Conf 2025.
https://blog.psantos.dev/deploying-phoenix-application-with-kamal-2/ – Blog post on deploying Phoenix applications with Kamal.
https://kamal-deploy.org/ – Official site for Kamal, a deployment pipeline tool.
https://x.com/bernheisel/status/1840183497463320733 – Insight into SUSE's Elixir projects, including Trento.
https://github.com/trento-project – Trento project on GitHub, related to SUSE Linux's system monitoring.
Mark shared how Passion Place is a new service and podcast supporting married couples, designed with a Phoenix LiveView application.
http://podcast.passion.place/ – Podcast link for Passion Place.
https://passion.place/ – Website for the Passion Place service.
https://www.youtube.com/@PassionPlace – YouTube channel for Passion Place.
https://www.instagram.com/Passion.Place.Show/ – Passion Place on Instagram
https://www.facebook.com/people/Passion-Place/61566411255014/ – The Passion Place Facebook Page

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Find us online

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Message the show on Fediverse - @ThinkingElixir@genserver.social
Email the show - show@thinkingelixir.com
Mark Ericksen - @brainlid
Mark Ericksen on Fediverse - @brainlid@genserver.social
David Bernheisel - @bernheisel
David Bernheisel on Fediverse - @dbern@genserver.social

219: Coming Out of ElixirConf

ThinkingElixir.com — Tue, 10 Sep 2024 04:15:00 -0600

News includes a proof of concept for Phoenix Sync by José Valim, exciting new developments in Elixir's type system, Algora.tv's open-source Twitch for developers, Sean Moriarity's insights on the future of Nx, Axon, and Bumblebee, a powerful new feature in Livebook integrating with Fly.io, and more!

Show Notes online - http://podcast.thinkingelixir.com/219

Elixir Community News

https://github.com/josevalim/sync – Phoenix Sync - A proof of concept of an Elixir/Phoenix node that runs PostgreSQL Replication to synchronize data with clients, as showcased at ElixirConf US 2024 keynote by José Valim.
https://x.com/TylerAYoung/status/1829248168908968220 – Tyler Young's Twitter thread discussing the big idea behind Phoenix Sync which involves frontend applications syncing with backend using Phoenix channels and logical replication.
https://elixir-lang.org/blog/2024/08/28/typing-lists-and-tuples/ – New ElixirLang blog post exploring how various Elixir idioms interact with the upcoming type system, especially focusing on lists and tuples.
https://x.com/josevalim/status/1829537976378159139 – José Valim's Twitter post about the mathematical soundness of set-theoretic types as discussed in the latest ElixirLang blog post.
https://github.com/algora-io/tv – Algora.tv is trending as an open-source Twitch for developers using Membrane for real-time video processing.
https://dockyard.com/blog/2024/08/20/where-are-nx-axon-bumblebee-headed – Sean Moriarity's blog post on DockYard discussing the current state of the AI space and future directions for Nx, Axon, and Bumblebee.
https://github.com/elixir-nx/nx/commit/ab8261180cd54ca95c0c34035a5380ade2805afb – José Valim's commit in Nx demonstrating how few lines of code are required to support compiling a machine learning model in one node and sending it to another for execution using Erlang erpc module.
https://x.com/cigrainger/status/1829822647489728679 – New Livebook feature shared online integrates with Fly.io platform to run local notebooks on arbitrary hardware with a few clicks, allowing scalability and elasticity.
https://x.com/josevalim/status/1828781593387004065 – Image from Chris McCord's talk showing a Livebook connecting to a production node and getting intellisense for remote node code.
https://elixirstatus.com/p/wmpxg-code-beam-america-2025-call-for-talks-is-open- – Call for Talks for CodeBEAM America 2025 is open. Deadline for proposals is October 20, 2024. Conference dates are March 6-7, 2025, in San Francisco and Online.
https://codebeamamerica.com/#cft – Official site for CodeBEAM America 2025 Call for Talks.
https://codebeamnyc.com/ – CodeBEAM NYC conference on November 15th, a one-day event.
Reflections on ElixirConf discussion.

Do you have some Elixir news to share? Tell us at @ThinkingElixir or email at show@thinkingelixir.com

Find us online

Message the show - @ThinkingElixir
Message the show on Fediverse - @ThinkingElixir@genserver.social
Email the show - show@thinkingelixir.com
Mark Ericksen - @brainlid
Mark Ericksen on Fediverse - @brainlid@genserver.social
David Bernheisel - @bernheisel
David Bernheisel on Fediverse - @dbern@genserver.social

154: Serving Up AI with Sean Moriarity

ThinkingElixir.com — Tue, 06 Jun 2023 04:15:00 -0600

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

Elixir Community News

https://github.com/elixir-lang/elixir/releases/tag/v1.15.0-rc.1 – Elixir 1.15.0-rc.1
https://github.com/elixir-lang/elixir/releases/tag/v1.14.5 – Elixir 1.14.5 - small bug fix release
https://elixirforum.com/t/elixirls-not-working-runtime-terminating-during-boot/56017/6 – Elixir-LS crashes with OTP 26. Using OTP 25.x works great.
https://github.com/elixir-lsp/elixir-ls/issues/886 – Issue that tracks Elixir LS OTP 26 issues
https://github.com/phoenixframework/phoenix_live_view/blob/v0.19.0/CHANGELOG.md – Phoenix LiveView 0.19 changelog
https://twitter.com/chris_mccord/status/1663275883845566473 – Chris McCord announced LiveView 0.19 and TodoTrek demo application.
https://phoenixframework.org/blog/phoenix-liveview-0.19-released – Blog post for the LiveView 0.19 release
https://github.com/chrismccord/todo_trek – OpenSourced Todo Trek project. “A trello-like todo board which shows off different dynamic form strategies with Phoenix LiveView.”
https://www.twitch.tv/josevalim – José Valim Twitch account
https://www.twitch.tv/videos/1827518510 – Prompts for AI agents in Elixir - Day 1 (NO LONGER AVAILABLE)
https://www.twitch.tv/videos/1828360654 – Prompts for AI agents in Elixir - Day 2 (NO LONGER AVAILABLE)
https://www.twitch.tv/videos/1832616594 – Contributing to Open Source with Elixir!
https://twitter.com/josevalim/status/1663316201584443394 – José on Twitter sharing the
https://github.com/livebook-dev/livebook/pull/1936 – Livebook doctest feature ended in a PR that was merged.
https://twitter.com/christhekeele/status/1661178730037886978 – Chris Keele shared a tip about customizing your IEx prompt to make copying output easier.
https://www.youtube.com/watch?v=qr6VAfCm_QE – 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 – Distributed Elixir made easy by Johanna Larsson | Code BEAM Lite Mexico 2023
https://www.youtube.com/watch?v=phRXs8SKzP0 – How to sell Elixir (Again) by Evadne Wu | Code BEAM Lite Stockholm 2023
https://2023.elixirconf.com – ElixirConf tickets are now on sale

Do you have some Elixir news to share? Tell us at @ThinkingElixir or email at show@thinkingelixir.com

Discussion Resources

https://pragprog.com/titles/smgaelixir/genetic-algorithms-in-elixir/
https://teller.io/
https://github.com/livebook-dev/kino_bumblebee
https://github.com/elixir-nx/bumblebee/pull/199 – You recently added LLaMa support to Bumblebee
https://www.semianalysis.com/p/google-we-have-no-moat-and-neither – Google AI researcher leaked memo
https://ai.facebook.com/blog/large-language-model-llama-meta-ai/
https://en.wikipedia.org/wiki/Monkey_selfie_copyright_dispute – 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

Guest Information

https://twitter.com/sean_moriarity – on Twitter
https://github.com/seanmor5/ – on Github
https://seanmoriarity.com – Blog

Find us online

Message the show - @ThinkingElixir
Message the show on Fediverse - @ThinkingElixir@genserver.social
Email the show - show@thinkingelixir.com
Mark Ericksen - @brainlid
Mark Ericksen on Fediverse - @brainlid@genserver.social
David Bernheisel - @bernheisel
David Bernheisel on Fediverse - @dbern@genserver.social
Cade Ward - @cadebward
Cade Ward on Fediverse - @cadebward@genserver.social

Sponsored By:

Fly.io: Fly.io is a great place to deploy your next Phoenix application! Check them out!

138: Thinking Elixir News

ThinkingElixir.com — Tue, 14 Feb 2023 04:15:00 -0700

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

Elixir Community News

https://twitter.com/TheErlef/status/1620482168219738116 – José Valim updated Phoenix.Template to include an implementation of the embed_templates/2 macro
https://github.com/phoenixframework/phoenix_template/commit/d6098a7f647911f68149196c7ec19c9fba935a85 – The commit
https://culttt.com/2023/01/27/embedding-xml-templates-phoenix-1-7 – 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 – The new phoenix_template package
https://github.com/phoenixframework/phoenix/blob/master/CHANGELOG.md – Phoenix 1.7 current RC changelog
https://genserver.social/notice/ARrm86OMb5K6yekcUK – 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 – Mike Clark and the Pragmatic Studios course
https://twitter.com/EnriqueLeigh/status/1622537492594393088 – Enrique Leigh has been interviewing people learning Elixir and shared some results in this Twitter thread.
https://twitter.com/polvalente/status/1621751987594215430 – Elixir telemetry is going to gain GRPC support soon
https://github.com/elixir-grpc/grpc/pull/298
https://elixircahttps://hex.pm/packages/ectosts.io/trix-editor – Trix Editor setup in LiveView tutorial
https://trix-editor.org/
https://codecodeship.com/blog/2023-01-25-sell-your-library-for-money – Code Code Ship - Sell your code. Starting with Elixir then moving to Javascript, C#, and Ruby
https://twitter.com/TheErlef/status/1621929830135791616 – 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

Do you have some Elixir news to share? Tell us at @ThinkingElixir or email at show@thinkingelixir.com

Find us online

Message the show - @ThinkingElixir
Message the show on Fediverse - @ThinkingElixir@genserver.social
Email the show - show@thinkingelixir.com
Mark Ericksen - @brainlid
Mark Ericksen on Fediverse - @brainlid@genserver.social
David Bernheisel - @bernheisel
David Bernheisel on Fediverse - @dbern@genserver.social
Cade Ward - @cadebward
Cade Ward on Fediverse - @cadebward@genserver.social

Sponsored By:

Fly.io: Fly.io is a great place to deploy your next Phoenix application! Check them out!

133: Winning the ML Prise

ThinkingElixir.com — Tue, 10 Jan 2023 04:15:00 -0700

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

Elixir Community News

https://twitter.com/whatyouhide/status/1609914819511222273 – Andrea Leopardi has started a video series solving networking problems from protohackers.com
https://protohackers.com/
https://twitter.com/livebookdev/status/1608127539196882944 – A Smart cell for playing with DALL-E directly from Livebook
https://github.com/PJUllrich/kino_dalle
https://twitter.com/toranb/status/1609238634020106246 – A "hello world" of ML with Axon
https://gist.github.com/toranb/e5c48565e83e4baaaf2c5850531a8a58 – Gist with the full example
https://en.wikipedia.org/wiki/Fizz_buzz – Fizz Buzz explained
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://news.ycombinator.com/item?id=34188461 – The view-less post discussion on Hacker News
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 – finitomata library updated to support Ecto
https://github.com/am-kantox/finitomata
https://fosstodon.org/@lfe/109620918877368730 – Version 2.1.0 of LFE was released.
https://pagespeed.web.dev/report – Fun experiment. Pagespeed Insights and LiveView with Tailwind.
https://hex.pm/packages/phoenix_seo – Phoenix SEO package

Do you have some Elixir news to share? Tell us at @ThinkingElixir or email at show@thinkingelixir.com

Discussion Resources

https://prise.com
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/ – End-to-end article showing recognizing handwritten digits with Elixir, Axon, and Nx
https://twitter.com/philipbrown/status/1604476648639692800 – Tweet about Elixir reducing cost of development
https://twitter.com/philipbrown/status/1604793690630672384 – Tweet about Elixir reducing cost of development

Guest Information

https://twitter.com/philipbrown – on Twitter
https://github.com/philipbrown/ – on Github
https://prise.com – Website
https://culttt.com – Blog
philip@prise.com

Find us online

Message the show - @ThinkingElixir
Message the show on Mastadon - @ThinkingElixir@genserver.social
Email the show - show@thinkingelixir.com
Mark Ericksen - @brainlid
Mark Ericksen on Mastadon - @brainlid@genserver.social
David Bernheisel - @bernheisel
David Bernheisel on Mastadon - @dbern@genserver.social
Cade Ward - @cadebward
Cade Ward on Mastadon - @cadebward@genserver.social

Sponsored By:

Fly.io: Fly.io is a great place to deploy your next Phoenix application! Check them out!

130: Bumblebee Buzz with José Valim

ThinkingElixir.com — Tue, 20 Dec 2022 04:15:00 -0700

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

Elixir Community News

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 – Phoenix examples using Bumblebee
https://spawnfest.org/2022.html – SpawnFest 2022 winners announced
https://github.com/spawnfest/json_native – 1st place overall - jason_native
https://github.com/spawnfest/secret_vault – Tie for 2nd place - secret_vault
https://github.com/spawnfest/the-arborists – Tied for 2nd place - the-arborists
https://github.com/spawnfest/dtu – 3rd place overall - dtu (“Data The Ultimate”)
https://podcast.thinkingelixir.com/127 – Lively project episode won in Livebook category
https://twitter.com/sorentwo/status/1600167231828086785 – Github's Dependabot Elixir support explained
https://fosstodon.org/@tylerayoung/109467615067473743 – Post from Tyler Young about Dependabot
https://twitter.com/ElixirMembrane/status/1599751442180382721 – The Membrane GitHub org is changing to Jellyfish
https://podcast.thinkingelixir.com/43 – Previous interview about Membrane
https://github.com/benvp/ex_cva – Class Variance Authority library
https://elixirforum.com/t/cva-easily-construct-component-variants/52043 – CVA variant usage explained
https://github.com/joe-bell/cva – Original implementation in JS

Do you have some Elixir news to share? Tell us at @ThinkingElixir or email at show@thinkingelixir.com

Discussion Resources

https://twitter.com/josevalim/status/1600955042621976576 – Bumblebee announcement
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 – YouTube show-and-tell video from Jose
https://twitter.com/josevalim/status/1601228739819450368 – Guest article on HuggingFace about Elixir and ML
https://huggingface.co/blog/elixir-bumblebee
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 – Livebook smart cell
https://podcast.thinkingelixir.com/109 – Paulo episode
https://podcast.thinkingelixir.com/46 – Jonatan episode
https://huggingface.co
https://github.com/elixir-nx/scholar
https://podcast.thinkingelixir.com/104 – Exploring Our Data with Chris Grainger
https://podcast.thinkingelixir.com/95 – Rustler Precompiled with Philip Sampaio
https://en.wikipedia.org/wiki/Federated_learning
https://prise.com/
https://www.amplified.ai/
https://github.com/polvalente/nx-signal
https://erlef.org/slack-invite/erlef

Guest Information

https://genserver.social/josevalim – José Valim on Mastadon
https://twitter.com/josevalim – José Valim on Twitter
https://github.com/josevalim – José Valim on Github
https://dashbit.co/ – Dashbit website and blog
https://github.com/jonatanklosko/ – Jonatan Kłosko on Github
https://jonatanklosko.com/ – Blog
jonatanklosko@gmail.com – Jonatan's email
https://twitter.com/polvalente – Paulo Valente on Twitter
https://github.com/polvalente/ – Paulo Valente on Github

Find us online

Message the show - @ThinkingElixir
Message the show on Mastadon - @ThinkingElixir@genserver.social
Email the show - show@thinkingelixir.com
Mark Ericksen - @brainlid
Mark Ericksen on Mastadon - @brainlid@genserver.social
David Bernheisel - @bernheisel
David Bernheisel on Mastadon - @dbern@genserver.social
Cade Ward - @cadebward
Cade Ward on Mastadon - @cadebward@genserver.social

Sponsored By:

Fly.io: Fly.io is a great place to deploy your next Phoenix application! Check them out!

104: Exploring Our Data with Chris Grainger

ThinkingElixir.com — Tue, 21 Jun 2022 04:15:00 -0600

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

Elixir Community News

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/ – Giuseppe Castagna's Home Page. Senior Research Scientist
https://arxiv.org/abs/2111.03354 – Programming with union, intersection, and negation types
https://twitter.com/fhunleth/status/1534826558774464512
https://podcast.thinkingelixir.com/72 – Typecheck interview
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 – Patch Package OTP 25.0.1 Released
https://erlangforums.com/t/patch-package-otp-25-0-1-released/1526 – Minor bug fixes. Zlib updated
https://flowbite.com/docs/getting-started/introduction/ – More free alternative to TailwindUI
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 – 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 or email at show@thinkingelixir.com

Discussion Resources

https://github.com/elixir-nx/explorer
https://hexdocs.pm/explorer/Explorer.html
https://hexdocs.pm/explorer/Explorer.DataFrame.html
https://hexdocs.pm/explorer/Explorer.Series.html
https://twitter.com/cigrainger/status/1518896955921154048 – Tweet about using Rustler and Rustler Precompiled
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://databricks.com/glossary/what-are-dataframes
https://pandas.pydata.org/docs/user_guide/dsintro.html
https://dataframes.juliadata.org/stable/
https://cran.r-project.org/web/packages/tidyr/vignettes/tidy-data.html
https://github.com/dashbitco/table
https://huggingface.co/
https://www.amplified.ai/ – Chris' company
https://pandas.pydata.org/
https://en.wikipedia.org/wiki/Extract%2C_transform%2C_load
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://github.com/philss/rustler_precompiled
https://huggingface.co/docs/transformers/main_classes/tokenizer
https://github.com/elixir-nx/tokenizers
https://docs.rs/crate/polars/0.22.0
https://github.com/pola-rs/polars
https://parquet.apache.org/
https://avro.apache.org/
https://arrow.apache.org/overview/
https://vega.github.io/vega-lite/
https://www.rdocumentation.org/packages/dplyr/

Guest Information

https://twitter.com/cigrainger – on Twitter
https://github.com/cigrainger/ – on Github
https://cigrainger.com – Blog

Find us online

Message the show - @ThinkingElixir
Email the show - show@thinkingelixir.com
Mark Ericksen - @brainlid
David Bernheisel - @bernheisel
Cade Ward - @cadebward

Sponsored By:

Fly.io: Fly.io is a great place to deploy your next Phoenix application! Check them out!

102: Machine Learning in Elixir with Sean Moriarity

ThinkingElixir.com — Tue, 07 Jun 2022 04:15:00 -0600

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

Elixir Community News

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 – Creating custom Livebook Smart Cells
https://twitter.com/evadne/status/1527651328188723209 – Etso was updated to work with the latest Ecto
https://github.com/evadne/etso – Etso library

Do you have some Elixir news to share? Tell us at @ThinkingElixir or email at show@thinkingelixir.com

Discussion Resources

https://pragprog.com/titles/smgaelixir/genetic-algorithms-in-elixir/ – Genetic Algorithms in Elixir
https://github.com/elixir-nx/nx – Numerical Elixir (Nx)
https://github.com/elixir-nx/axon – Nx-powered Neural Networks for Elixir.
https://pragprog.com/titles/smgaelixir/genetic-algorithms-in-elixir/ – Book - Genetic Algorithms in Elixir
https://scala-lang.org/
https://www.quora.com/
https://pragprog.com/titles/elixir16/programming-elixir-1-6/
https://pragprog.com/titles/phoenix14/programming-phoenix-1-4/
https://www.linkedin.com/in/briancardarella/
https://dockyard.com/
https://dockyard.com/blog/authors/sean-moriarity – Sean's blog posts on Dockyard blog
https://numpy.org/
https://llvm.org/
https://en.wikipedia.org/wiki/Softmax_function
https://en.wikipedia.org/wiki/Natural_language_processing
https://xkcd.com/1897/ – XKCD comic
https://www.image-net.org/
https://www.deeplearningbook.org/
https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html
https://erlef.org/wg/machine-learning – Erlang Eco-system foundation machine working group

Guest Information

https://twitter.com/sean_moriarity – on Twitter
https://github.com/seanmor5/ – on Github
https://seanmoriarity.com – Blog

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