1.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+964 stars
from 12,072 · score 6.87
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Ranked by Attention Score: stars gained over the last 180 complete days
14 repositories by Attention Score · May 7, 2026 – Nov 2, 2026 (UTC)
2.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
+591 stars
from 10,216 · score 6.38
3.sktime / sktime
A unified framework for machine learning with time series
+379 stars
from 9,706 · score 5.94
4.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+256 stars
from 9,316 · score 5.55
5.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
+247 stars
from 4,055 · score 5.51
6.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
+214 stars
from 4,744 · score 5.37
7.Nixtla / mlforecast
Scalable machine 🤖 learning for time series forecasting.
+91 stars
from 1,208 · score 4.52
8.skforecast / skforecast
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
+71 stars
from 1,473 · score 4.28
9.tslearn-team / tslearn
The machine learning toolkit for time series analysis in Python
+56 stars
from 3,134 · score 4.04
10.eventum-generator / eventum
Realistic synthetic events for testing, demos, and pipelines — streamed live or generated in bulk
+29 stars
from 42 · score 3.40
11.predict-idlab / plotly-resampler
Visualize large time series data with plotly.py
+17 stars
from 1,195 · score 2.89
12.RJT1990 / pyflux
Open source time series library for Python
+6 stars
from 2,132 · score 1.95
13.Kismuz / btgym
Scalable, event-driven, deep-learning-friendly backtesting library
+6 stars
from 1,030 · score 1.95
14.chaos-genius / chaos_geniusArchived
ML powered analytics engine for outlier detection and root cause analysis.
+2 stars
from 775 · score 1.10