1.shiyu-coder / Kronos
Kronos: A Foundation Model for the Language of Financial Markets
+23,605 stars
from 23,200 · score 10.07
Trending repositories
Ranked by Attention Score: stars gained over the last 180 complete days
33 repositories by Attention Score · May 9, 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.
+15,888 stars
from 19,297 · score 9.67
3.thuml / Time-Series-Library
A Library for Advanced Deep Time Series Models for General Time Series Analysis.
+954 stars
from 12,092 · score 6.86
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
+584 stars
from 10,224 · score 6.37
5.statsmodels / statsmodels
Statsmodels: statistical modeling and econometrics in Python
- python
- statistics
- econometrics
- data-analysis
- generalized-linear-models
- timeseries-analysis
- +7 more
+410 stars
from 11,327 · score 6.02
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
+385 stars
from 20,088 · score 5.96
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
+382 stars
from 9,709 · score 5.95
8.blue-yonder / tsfresh
Automatic extraction of relevant features from time series:
- data-science
- feature-extraction
- time-series
+327 stars
from 9,160 · score 5.79
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
+257 stars
from 9,317 · score 5.55
10.Nixtla / neuralforecast
Scalable and user friendly neural :brain: forecasting algorithms.
- deep-learning
- forecasting
- esrnn
- nbeats
- nbeatsx
- time-series
- +14 more
+225 stars
from 4,084 · score 5.42
11.Nixtla / statsforecast
Lightning ⚡️ fast forecasting with statistical and econometric models.
- time-series
- statistics
- forecasting
- arima
- econometrics
- machine-learning
- +14 more
+212 stars
from 4,749 · score 5.36
12.Nixtla / mlforecast
Scalable machine 🤖 learning for time series forecasting.
- forecast
- forecasting
- machine-learning
- lightgbm
- xgboost
- dask
- +2 more
+91 stars
from 1,210 · score 4.52
13.jealous / stockstats
Supply a wrapper ``StockDataFrame`` based on the ``pandas.DataFrame`` with inline stock statistics/indicators support.
+74 stars
from 1,448 · score 4.32
14.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
+72 stars
from 1,473 · score 4.29
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
+55 stars
from 3,134 · score 4.03
16.obspy / obspy
ObsPy: A Python Toolbox for seismology/seismological observatories.
- seismology
- python
- observatories
- science
- earthquakes
- data-center
- +5 more
+52 stars
from 1,294 · score 3.97
17.google / CausalImpact
An R package for causal inference in time series
+45 stars
from 1,820 · score 3.83
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
+28 stars
from 2,968 · score 3.37
19.peerchemist / fintaArchived
Common financial technical indicators implemented in Pandas.
+21 stars
from 2,245 · score 3.09
20.fastlib / fCWT
The fast Continuous Wavelet Transform (fCWT) is a library for fast calculation of CWT.
- cwt
- matlab
- cpp
- optimization
- c
- fast
- +3 more
+13 stars
from 391 · score 2.64
21.SC4RECOIN / LSTM-Crypto-Price-Prediction
Predicting price trends in cryptomarkets using an lstm-RNN for the use of a trading bot
+11 stars
from 356 · score 2.48
+10 stars
from 583 · score 2.40
23.fslaborg / Deedle
Easy to use .NET library for data and time series manipulation and for scientific programming
+9 stars
from 997 · score 2.30
24.femtotrader / pandas_talib
A Python Pandas implementation of technical analysis indicators
+8 stars
from 774 · score 2.20
+7 stars
from 3,879 · score 2.08
+7 stars
from 1,226 · score 2.08
+6 stars
from 3,600 · score 1.95
28.RJT1990 / pyflux
Open source time series library for Python
+6 stars
from 2,132 · score 1.95
29.linkedin / greykite
A flexible, intuitive and fast forecasting library
+6 stars
from 1,850 · score 1.95
+4 stars
from 349 · score 1.61
+3 stars
from 575 · score 1.39
32.chaos-genius / chaos_geniusArchived
ML powered analytics engine for outlier detection and root cause analysis.
- anomaly-detection
- business-intelligence
- analytics
- machine-learning
- observability
- rootcauseanalysis
- +14 more
+2 stars
from 775 · score 1.10
33.twitter / BreakoutDetectionArchived
Breakout Detection via Robust E-Statistics
+2 stars
from 760 · score 1.10