1.shiyu-coder / Kronos
Kronos: A Foundation Model for the Language of Financial Markets
+6,883 stars
from 39,922 · score 8.84
Trending repositories
Ranked by Attention Score: stars gained over the last 30 complete days
26 repositories by Attention Score · Oct 6, 2026 – Nov 4, 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.
+1,126 stars
from 34,059 · score 7.03
3.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+133 stars
from 12,913 · score 4.90
4.statsmodels / statsmodels
Statsmodels: statistical modeling and econometrics in Python
- python
- statistics
- econometrics
- data-analysis
- generalized-linear-models
- timeseries-analysis
- +7 more
+74 stars
from 11,663 · score 4.32
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
+56 stars
from 10,752 · score 4.04
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
+53 stars
from 20,420 · score 3.99
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 10,045 · score 3.85
8.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
- time-series
- statistics
- forecasting
- arima
- econometrics
- machine-learning
- +14 more
+45 stars
from 4,916 · score 3.83
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
+34 stars
from 4,275 · score 3.56
11.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+25 stars
from 9,462 · score 3.26
12.Nixtla / mlforecast
Scalable machine 🤖 learning for time series forecasting.
- forecast
- forecasting
- machine-learning
- lightgbm
- xgboost
- dask
- +2 more
+20 stars
from 1,281 · score 3.04
13.skforecast / skforecast
Python library for time series forecasting using scikit-learn compatible models, statistical methods, and foundation models
- forecasting
- scikit-learn
- machine-learning
- python
- data-science
- exogenous-predictors
- +14 more
+8 stars
from 1,537 · score 2.20
14.obspy / obspy
ObsPy: A Python Toolbox for seismology/seismological observatories.
- seismology
- python
- observatories
- science
- earthquakes
- data-center
- +5 more
+8 stars
from 1,338 · score 2.20
15.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
+5 stars
from 3,184 · score 1.79
16.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
17.google / CausalImpact
An R package for causal inference in time series
+4 stars
from 1,861 · score 1.61
18.peerchemist / fintaArchived
Common financial technical indicators implemented in Pandas.
+2 stars
from 2,264 · score 1.10
+2 stars
from 1,231 · score 1.10
20.fslaborg / Deedle
Easy to use .NET library for data and time series manipulation and for scientific programming
+2 stars
from 1,004 · score 1.10
+2 stars
from 591 · score 1.10
22.fastlib / fCWT
The fast Continuous Wavelet Transform (fCWT) is a library for fast calculation of CWT.
- cwt
- matlab
- cpp
- optimization
- c
- fast
- +3 more
+2 stars
from 402 · score 1.10
23.SC4RECOIN / LSTM-Crypto-Price-Prediction
Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot
+2 stars
from 365 · score 1.10
24.RJT1990 / pyflux
Open source time series library for Python
+1 stars
from 2,137 · score 0.69
25.linkedin / greykite
A flexible, intuitive and fast forecasting library
+1 stars
from 1,855 · score 0.69
26.jealous / stockstats
Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.
+1 stars
from 1,521 · score 0.69