georgeguimaraes
Soothsayer is an Elixir library for time series forecasting, inspired by Facebook’s Prophet and NeuralProphet. It provides a flexible and easy-to-use interface for creating and training forecasting models.
It’s a neural network but it focuses on understandability and explainability, useful when you need to present the model output to human review.
Launched at ElixirConf US 2024 in Orlando.
Slides: Soothsayer: Using Neuralprophet, Axon, Nx and Livebook to Forecast Business Data in Elixir - Speaker Deck
Video: https://www.youtube.com/watch?v=3LmKRrLUn5w
There’s lots of features missing from NeuralProphet (check the README). I’ll be implementing them, but if you are interested in anything, let me know.
Where Next?
Trending in Announcing
Other Trending Topics
Latest on Elixir Forum
Sponsor Spotlight
Elixir, Erlang & messaging conferences from Code Sync. Next up: ElixirConf US (10–11 Sep) & Code BEAM Europe (21–22 Oct), Haarlem + online.
Categories:
Sub Categories:
Forums
Popular Tags
- #ecto
- #liveview
- #troubleshooting
- #learning-elixir
- #library
- #deployment
- #erlang
- #testing
- #genserver
- #mix
- #absinthe
- #remote-other
- #otp
- #plug
- #how-to-question
- #macros
- #postgres
- #elixirconf
- #channels
- #exunit
- #discussion
- #code-sync
- #podcasts
- #javascript
- #onsite
- #dialyzer
- #docker
- #authentication
- #umbrella
- #full-time-contract
- #podcasts-by-brainlid
- #ecto-query
- #elixirconf-us
- #ai
- #blog-post
- #elixir-ls
- #phoenix_html
- #iex
- #graphql
- #genstage
- #websockets
- #supervisor
- #advent-of-code
- #distillery
- #processes
- #api
- #forms
- #elixirconf-eu
- #metaprogramming
- #hex
Our Sponsors
Build Elixir applications with speed and confidence.
Supporting innovation across the BEAM ecosystem.
Catch errors, track performance, monitor hosts and more.
Error tracking, logs, uptime, and Just Enough APM. Built for developers.
Elixir, Erlang & BEAM conferences from Code Sync - join us in 2026!
Practical resources that improve the lives of professional developers.
Master modern tools, write cleaner code, and tackle real-world challenges.
Bringing learning, work and compliance together since 1987.
The team behind Membrane, Popcorn, LiveDebugger. Available for hire.
Courses that'll move you from confusion to "Aha, now I get it!"
Showing Posts 1 to 2- Show Best Posts
- Show All (oldest first)
- Show All (newest first)
georgeguimaraes
Updated the lib to include Auto Regression, Event/Holiday modeling, Piecewise Linear Trend. It performs a lot better.
georgeguimaraes
btw the ElixirConf 2024 presentation: