1.shiyu-coder / Kronos
Kronos: A Foundation Model for the Language of Financial Markets
+6,673 stars
from 39,831 · score 8.81
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
14 repositories by Attention Score · Oct 5, 2026 – Nov 3, 2026 (UTC)
2.google-research / timesfm
TimesFM (Time Series Foundation Model) is a pretrained time-series foundation model developed by Google Research for time-series forecasting.
+1,071 stars
from 34,038 · score 6.98
3.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+131 stars
from 12,912 · score 4.88
4.statsmodels / statsmodels
Statsmodels: statistical modeling and econometrics in Python
- python
- statistics
- econometrics
- data-analysis
- generalized-linear-models
- timeseries-analysis
- +7 more
+76 stars
from 11,659 · score 4.34
5.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
- automl
- machine-learning
- data-science
- deep-learning
- ensemble-learning
- computer-vision
- +14 more
+60 stars
from 10,751 · score 4.11
6.meta / prophet
Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.
- forecasting
- r
- python
+57 stars
from 20,417 · score 4.06
7.sktime / sktime
A unified framework for machine learning with time series
- time-series
- machine-learning
- scikit-learn
- time-series-classification
- time-series-regression
- forecasting
- +9 more
+46 stars
from 10,044 · score 3.85
8.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
- time-series
- statistics
- forecasting
- arima
- econometrics
- machine-learning
- +14 more
+44 stars
from 4,915 · score 3.81
9.unit8co / darts
A python library for user-friendly forecasting and anomaly detection on time series.
- python
- time-series
- forecasting
- machine-learning
- deep-learning
- anomaly-detection
- +1 more
+42 stars
from 9,532 · score 3.76
10.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
- deep-learning
- forecasting
- esrnn
- nbeats
- nbeatsx
- time-series
- +14 more
+32 stars
from 4,274 · score 3.50
11.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+31 stars
from 9,457 · score 3.47
12.tslearn-team / tslearn
The machine learning toolkit for time series analysis in Python
- time-series
- timeseries
- time-series-analysis
- time-series-clustering
- machine-learning
- machine-learning-algorithms
- +8 more
+6 stars
from 3,183 · score 1.95
13.benedekrozemberczki / pytorch_geometric_temporal
PyTorch Geometric Temporal: Spatiotemporal Signal Processing with Neural Machine Learning Models (CIKM 2021)
- pytorch
- graph-neural-networks
- temporal-networks
- temporal-graphs
- gcn
- graph-convolutional-networks
- +13 more
+4 stars
from 2,992 · score 1.61
14.numenta / nupic-legacy
Numenta Platform for Intelligent Computing is an implementation of Hierarchical Temporal Memory (HTM), a theory of intelligence based strictly on the neuroscience of the neocortex.
- neocortex
- artificial-intelligence
- machine-intelligence
- hierarchical-temporal-memory
+1 stars
from 6,350 · score 0.69