1.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+35 stars
from 13,001 · score 3.58
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9 repositories by Attention Score · Oct 27, 2026 – Nov 2, 2026 (UTC)
2.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+12 stars
from 10,795 · score 2.56
3.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
+12 stars
from 4,946 · score 2.56
4.sktime / sktime
A unified framework for machine learning with time series
+10 stars
from 10,075 · score 2.40
5.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+10 stars
from 9,562 · score 2.40
6.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+7 stars
from 4,295 · score 2.08
7.skforecast / skforecast
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
+4 stars
from 1,540 · score 1.61
8.Nixtla / mlforecast
Scalable machine 🤖 learning for time series forecasting.
+4 stars
from 1,295 · score 1.61
9.eventum-generator / eventum
Realistic synthetic events for testing, demos, and pipelines — streamed live or generated in bulk
+1 stars
from 70 · score 0.69