1.sktime / sktime
A unified framework for machine learning with time series
+210 stars
from 9,875 · score 5.35
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Ranked by Attention Score: stars gained over the last 90 complete days
8 repositories by Attention Score · Aug 5, 2026 – Nov 2, 2026 (UTC)
2.cleanlab / cleanlab
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
+140 stars
from 11,584 · score 4.95
3.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
+110 stars
from 9,462 · score 4.71
4.pycaret / pycaret
Open-source, low-code AutoML platform for Python. PyCaret 4.0: sklearn-native engine + React control plane.
+54 stars
from 9,804 · score 4.01
5.rbmuller / scherlok
A detective for your data. Zero-config data quality monitoring — works with dbt, Postgres, BigQuery, Snowflake. No YAML.
+6 stars
from 6 · score 1.95
6.linkedin / luminol
Anomaly Detection and Correlation library
+4 stars
from 1,229 · score 1.61
7.deep-on / dockprobe
Lightweight Docker monitoring dashboard with anomaly detection & Telegram alerts. One-liner install, zero config.
+3 stars
from 18 · score 1.39
8.christophmark / bayesloop
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
+1 stars
from 171 · score 0.69