1.shiyu-coder / Kronos
Kronos: A Foundation Model for the Language of Financial Markets
+11,056 stars
from 35,749 · score 9.31
Trending repositories
Ranked by Attention Score: stars gained over the last 90 complete days
33 repositories by Attention Score · Aug 7, 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.
+8,132 stars
from 27,053 · score 9.00
3.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+386 stars
from 12,660 · score 5.96
4.autogluon / autogluon
Fast and Accurate ML in 3 Lines of Code
- automl
- machine-learning
- data-science
- deep-learning
- ensemble-learning
- computer-vision
- +14 more
+258 stars
from 10,550 · score 5.56
5.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+217 stars
from 9,270 · score 5.38
6.statsmodels / statsmodels
Statsmodels: statistical modeling and econometrics in Python
- python
- statistics
- econometrics
- data-analysis
- generalized-linear-models
- timeseries-analysis
- +7 more
+214 stars
from 11,523 · score 5.37
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
+213 stars
from 9,878 · score 5.37
8.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
+167 stars
from 20,306 · score 5.12
9.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
- time-series
- statistics
- forecasting
- arima
- econometrics
- machine-learning
- +14 more
+119 stars
from 4,842 · score 4.79
10.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
+110 stars
from 9,464 · score 4.71
11.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
- deep-learning
- forecasting
- esrnn
- nbeats
- nbeatsx
- time-series
- +14 more
+93 stars
from 4,216 · score 4.54
12.Nixtla / mlforecast
Scalable machine 🤖 learning for time series forecasting.
- forecast
- forecasting
- machine-learning
- lightgbm
- xgboost
- dask
- +2 more
+45 stars
from 1,256 · score 3.83
13.jealous / stockstats
Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.
+41 stars
from 1,481 · score 3.74
14.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
+29 stars
from 3,160 · score 3.40
15.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
+24 stars
from 1,521 · score 3.22
16.obspy / obspy
ObsPy: A Python Toolbox for seismology/seismological observatories.
- seismology
- python
- observatories
- science
- earthquakes
- data-center
- +5 more
+22 stars
from 1,324 · score 3.14
17.google / CausalImpact
An R package for causal inference in time series
+16 stars
from 1,849 · score 2.83
18.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
+10 stars
from 2,986 · score 2.40
19.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
+7 stars
from 6,342 · score 2.08
+7 stars
from 586 · score 2.08
21.peerchemist / fintaArchived
Common financial technical indicators implemented in Pandas.
+6 stars
from 2,260 · score 1.95
22.RJT1990 / pyflux
Open source time series library for Python
+4 stars
from 2,134 · score 1.61
23.linkedin / greykite
A flexible, intuitive and fast forecasting library
+4 stars
from 1,852 · score 1.61
+4 stars
from 1,229 · score 1.61
25.fastlib / fCWT
The fast Continuous Wavelet Transform (fCWT) is a library for fast calculation of CWT.
- cwt
- matlab
- cpp
- optimization
- c
- fast
- +3 more
+4 stars
from 400 · score 1.61
26.fslaborg / Deedle
Easy to use .NET library for data and time series manipulation and for scientific programming
+3 stars
from 1,003 · score 1.39
27.SC4RECOIN / LSTM-Crypto-Price-Prediction
Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot
+3 stars
from 364 · score 1.39
28.femtotrader / pandas_talib
A Python Pandas implementation of technical analysis indicators
+2 stars
from 780 · score 1.10
+1 stars
from 3,885 · score 0.69
+1 stars
from 3,605 · score 0.69
+1 stars
from 577 · score 0.69
+1 stars
from 352 · score 0.69
33.christophmark / bayesloop
Probabilistic programming framework that facilitates objective model selection for time-varying parameter models.
- time-series-analysis
- model-selection
- bayesian-inference
- anomaly-detection
- probabilistic-programming
+1 stars
from 171 · score 0.69