# \[ANN\] Durbyn.jl — Time Series Forecasting in Julia

**URL:** https://discourse.julialang.org/t/ann-durbyn-jl-time-series-forecasting-in-julia/132544
**Category:** Package Announcements
**Tags:** package
**Created:** [September 21, 2025, 8:35pm UTC](https://discourse.julialang.org/t/ann-durbyn-jl-time-series-forecasting-in-julia/132544 "2025-09-21T20:35:22Z")
**Posts on this page:** 1
**Showing post:** 53

<div class="post-metadata">

### Author: ![Resul.Akay](https://avatars.discourse-cdn.com/v4/letter/r/b782af/32.png) [@Resul.Akay](https://discourse.julialang.org/u/Resul.Akay)
#### Post date: [October 24, 2025, 7:42am UTC](https://discourse.julialang.org/t/ann-durbyn-jl-time-series-forecasting-in-julia/132544/53 "2025-10-24T07:42:38Z")

</div>

I plan to register the package in the **first quarter of 2026**.

The low-level base models, such as `arima()`, `auto_arima()`, and `ets()` are now stable from an API perspective and will not undergo any breaking changes. I’ll continue to refactor and optimize their internals, but the external interfaces will remain consistent.

At the moment, I’m introducing a **formula interface grammar** and building **parallelization capabilities** to support large-scale forecasting problems efficiently.

---

_[View the full topic](https://discourse.julialang.org/t/ann-durbyn-jl-time-series-forecasting-in-julia/132544)._