1.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+389 stars
from 12,647 · score 5.97
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
13 repositories by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
2.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+261 stars
from 10,546 · score 5.57
3.sktime / sktime
A unified framework for machine learning with time series
+210 stars
from 9,875 · score 5.35
4.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
+118 stars
from 4,840 · score 4.78
5.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+110 stars
from 9,462 · score 4.71
6.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+89 stars
from 4,213 · score 4.50
7.Nixtla / mlforecast
Scalable machine 🤖 learning for time series forecasting.
+44 stars
from 1,255 · score 3.81
8.tslearn-team / tslearn
The machine learning toolkit for time series analysis in Python
+30 stars
from 3,160 · score 3.43
9.eventum-generator / eventum
Realistic synthetic events for testing, demos, and pipelines — streamed live or generated in bulk
+25 stars
from 46 · score 3.26
10.skforecast / skforecast
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
+23 stars
from 1,521 · score 3.18
11.predict-idlab / plotly-resampler
Visualize large time series data with plotly.py
+8 stars
from 1,204 · score 2.20
12.Kismuz / btgym
Scalable, event-driven, deep-learning-friendly backtesting library
+5 stars
from 1,031 · score 1.79
13.RJT1990 / pyflux
Open source time series library for Python
+4 stars
from 2,134 · score 1.61