1.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+261 stars
from 10,546 · score 5.57
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
12 repositories by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
2.statsmodels / statsmodels
Statsmodels: statistical modeling and econometrics in Python
+217 stars
from 11,516 · score 5.38
3.sktime / sktime
A unified framework for machine learning with time series
+210 stars
from 9,875 · score 5.35
4.meta / prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
+168 stars
from 20,302 · score 5.13
5.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
+118 stars
from 4,840 · score 4.78
6.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+110 stars
from 9,462 · score 4.71
7.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+89 stars
from 4,213 · score 4.50
8.NVIDIA / DeepLearningExamples
State-of-the-Art Deep Learning scripts organized by models - easy to train and deploy with reproducible accuracy and performance on enterprise-grade infrastructure.
+78 stars
from 14,793 · score 4.37
9.Nixtla / mlforecast
Scalable machine 🤖 learning for time series forecasting.
+44 stars
from 1,255 · score 3.81
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.futuresearch / futuresearch-python
Forecast what will happen, including outcomes of your decisions.
+8 stars
from 49 · score 2.20
+7 stars
from 586 · score 2.08