Backend>Blogs/Talks

Predicting fuel efficiency with Elixir, Nx, and Axon: a gentle introduction to Machine Learning

CommunityNews

CommunityNews

Predicting fuel efficiency with Elixir, Nx, and Axon: a gentle introduction to Machine Learning

Having slept on ML for the last few years, I woke up and decided I’d figure out what I’m missing. I’m a senior developer with 20+ years of mostly web and mobile experience. It’s a great time to explore the space, since Sean Moriarity and the Elixir team have introduced a whole suite of ML tools. Nxand Axon are shiny and new so I thought I’d take them for a spin.

Read in full here:

https://bitfield.co/posts/machine-learning-in-elixir-with-nx-and-axon/

This thread was posted by one of our members via one of our news source trackers.

View thread on forum
/elixir#learning
0 590 0

Where Next?

View thread on forum
elixir
learning
Home Backend>Blogs/Talks
/elixir#learning
0 590 0
Last post

Popular Backend topics Top

Scorpil
Backend>Blogs/Talks

Things Elixir's Phoenix Framework Does Right
I dabbled in Phoenix for a while now, but never really got my hands dirty with it right up until now. Apart from the whole framework bein...
scorpil.com
/elixir/phoenix
17 1246 4
New
Rainer
Backend>Blogs/Talks

Giving C# enums string values using attributes and extension methods
Just wrote a short post, more a memo to myself, but maybe someone find it useful :stuck_out_tongue: https://dwarfte.ch/2021/02/03/giving...
dwarfte.ch
/c-sharp
4 1075 4
New
First poster: dimitarvp
Backend>Blogs/Talks

I rewrote my Rust keyboard firmware in Zig: consistency, mastery, and fun
I’ve spent the last year building keyboards, which has included writing firmware for a variety custom circuit boards. I initially wrote ...
kevinlynagh.com
/rust/zig
3 1684 2
New
AstonJ
Backend>Blogs/Talks

Ruby Creator Yukihiro Matsumoto talks about Ruby 3 (interview)
Not had time to read it yet but this looks like a good interview… Our friend Yukihiro Matsumoto, creator of the Ruby programming langua...
evrone.com
/ruby#interiew
1 1388 0
New
First poster: bot
Backend>Blogs/Talks

Julia is the better language for extending Python
Just a small test with lists in cython. Considering echosystem, multithreading and ease of use, Julia is a clear winner here.
github.com
/julia/python
0 1185 0
New
CommunityNews
Backend>Blogs/Talks

Structural typing in Rust
Have you ever wanted to write a structurally typed function in Rust? Do you spend a lot of time and effort getting your Rust struct s jus...
beachape.com
/rust#typing
5 992 1
New
AstonJ
Backend>Blogs/Talks

This is the Future of Webdev. Crazy, Right?
This was posted on the Elixir Forum and thought it was worth sharing here! I love how the excitement of the author shines through and I ...
suzdalnitski.medium.com
/phoenix#blog-post#liveview#elixr
12 1156 4
New
First poster: bot
Backend>Blogs/Talks

BEAM all the things! ClojErl, an implementation of Clojure on the Erlang Virtual Machine
Our blog has had a long standing interest in novel uses of the BEAM, or Erlang virtual machine, as shown by the many articles we have pub...
notamonadtutorial.com
/clojure/erlang#beam#clojerl
2 1350 0
New
brainlid
Backend>Blogs/Talks

Copy to Clipboard with Phoenix LiveView
Jason Stiebs shows a couple ways for a LiveView to make it easy for users to click and copy an important value to their clipboard. He sho...
fly.io
/elixir/phoenix#blog-post#liveview
10 866 2
New
fullstackplus
Backend>Blogs/Talks

Bulding apps data-first with Sinatra
The Ruby ecosystem is rich with tools that make us developers more productive at what we do. Both Rails and Sinatra have been used to bui...
fullstackplus.tech
/ruby/rails/sinatra#functional-programming
21 1010 10
New

Other popular topics Top

AstonJ
General Dev>Dev Chat

Best chairs for developers?
What chair do you have while working… and why? Is there a ‘best’ type of chair or working position for developers?
#workspace#opinions
74 4882 41
New
axelson
Cross Platform>Libraries/Tools

Obsidian – a cross platform app to help you create a knowledge base with Markdown files
I’ve been really enjoying obsidian.md: It is very snappy (even though it is based on Electron). I love that it is all local by defaul...
#apps#macos#windows#linux/markdown#obsidian
38 4062 19
New
Rainer
Community>Journals

Programming Erlang Book Club
My first contact with Erlang was about 2 years ago when I used RabbitMQ, which is written in Erlang, for my job. This made me curious and...
/erlang/book-programming-erlang-2nd-edition#book-club
195 6396 95
New
DevotionGeo
General Dev>Code Editors

Dendron: a personal knowledge management tool on top of VSCode
/vscode#visual-studio-code
28 6034 9
New
AstonJ
Backend>Chat

How to install Ruby 3 with ASDF
In case anyone else is wondering why Ruby 3 doesn’t show when you do asdf list-all ruby :man_facepalming: do this first: asdf plugin-upd...
/ruby#asdf
11 5382 4
New
AstonJ
Backend>Chat

Rails console using 100% CPU in dev (fix)
If you are experiencing Rails console using 100% CPU on your dev machine, then updating your development and test gems might fix the issu...
/ruby/rails
3 3675 3
New
PragmaticBookshelf
Community>In The Spotlight

Spotlight: Paolo Perrotta (Author)
“A Mystical Experience” Hero’s Journey with Paolo Perrotta @nusco Ever wonder how authoring books compares to writing articles?...
#community#author-spotlight/book-programming-machine-learning/book-metaprogramming-ruby-2
31 3538 15
New
First poster: CommunityNews
AI>In The News

How to fix the eyes in AI-generated images
aidemos.info
0 3038 0
New
PragmaticBookshelf
Backend>Learning Resources

Engineering Elixir Applications
Develop, deploy, and debug BEAM applications using BEAMOps: a new paradigm that focuses on scalability, fault tolerance, and owning each ...
pragprog.com
#pragprog/elixir#published-book/book-engineering-elixir-applications
40 2292 21
New
AstonJ
Backend>Questions

Psql: error: connection to server on socket "/tmp/.s.PGSQL.5432" failed: No such file or directory
If you’re getting errors like this: psql: error: connection to server on socket “/tmp/.s.PGSQL.5432” failed: No such file or directory ...
#macos/rails/postgresql
1 2188 1
New
Back to top

Sponsor Spotlight

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

Latest in Elixir

Elixir Portal ❯

Backend>Blogs/Talks

Backend Blogs/Talks ❯

Latest on Devtalk

Devtalk ❯

We ❤️ helpful members!

We reward our most helpful members via our MOTM scheme - by giving away a whopping 25 books per year!

Member of the Month

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that'll move you from confusion to "Aha, now I get it!"

View all our sponsors ❯

Categories:

Sub Categories:

Popular Portals

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that'll move you from confusion to "Aha, now I get it!"

View all our sponsors ❯

We're in Beta

About us Mission Statement See our Roadmap