diff --git a/README.md b/README.md
index a51a7a82..20f6eda5 100644
--- a/README.md
+++ b/README.md
@@ -210,6 +210,7 @@ _Libraries for Machine Learning. Also see [awesome-machine-learning](https://git
   - [catboost](https://github.com/catboost/catboost) - A fast, scalable, high performance gradient boosting on decision trees library.
 - Time Series Forecasting
   - [prophet](https://github.com/facebook/prophet) - A tool for producing forecasts for time series with multiple seasonality and trend changes.
+  - [statsforecast](https://github.com/Nixtla/statsforecast) - Fast statistical forecasting models such as ARIMA, ETS, and Theta, compiled with numba.
   - [timesfm](https://github.com/google-research/timesfm) - A pretrained foundation model from Google Research for time-series forecasting, with non-commercial default weights.
 
 ### Natural Language Processing