8 results found Sort:

Nixtla
statsforecast Nixtla
308
4.2k
apache-2.0
38
Lightning ⚡️ fast forecasting with statistical and econometric models.
ets mstl arima naive theta automl python prophet baselines fbprophet statistics forecasting predictions time-series data-science econometrics neuralprophet seasonal-naive machine-learning exponential-smoothing
Created 2021-11-24
1,367 commits to main branch, last one 2 days ago
uber
orbit uber
136
2.0k
other
34
A Python package for Bayesian forecasting with object-oriented design and probabilistic models under the hood.
pyro stan arima orbit pystan python pytorch bayesian forecast regression changepoint forecasting time-series probabilistic bayesian-methods machine-learning regression-models bayesian-statistics exponential-smoothing probabilistic-programming
Created 2020-01-07
927 commits to dev branch, last one 9 months ago
LAMPSPUC
StateSpaceModels.jl LAMPSPUC
28
276
mit
10
StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.
sarima statistics forecasting time-series econometrics kalman-filter julia-language state-space-models time-series-analysis exponential-smoothing unobserved-components
Created 2018-01-15
569 commits to master branch, last one about a month ago
salesforce
ETSformer salesforce
44
275
bsd-3-clause
7
PyTorch code for ETSformer: Exponential Smoothing Transformers for Time-series Forecasting
pytorch forecasting time-series transformers deep-learning exponential-smoothing time-series-forecasting time-series-decomposition interpretable-machine-learning
Created 2022-02-15
15 commits to main branch, last one 2 years ago
carlomazzaferro
scikit-hts carlomazzaferro
38
224
mit
16
Hierarchical Time Series Forecasting with a familiar API
fbprophet statsmodels time-series scikit-learn machine-learning hierarchical-data time-series-analysis exponential-smoothing
Created 2019-11-23
237 commits to master branch, last one about a year ago
lucidrains
ETSformer-pytorch lucidrains
20
152
mit
10
Implementation of ETSformer, state of the art time-series Transformer, in Pytorch
time-series transformers deep-learning exponential-smoothing artificial-intelligence
Created 2022-02-05
36 commits to main branch, last one about a year ago
FilippoMB
python-time-series-handbook FilippoMB
27
136
mit
7
Book and material for the course "Time series analysis with Python" (STA-2003)
arima course prophet chaos-theory stationarity kalman-filter moving-average unit-root-test fourier-transform signal-processing non-linear-dynamics reservoir-computing quantitative-finance time-series-analysis exponential-smoothing time-series-clustering time-series-forecasting multivariate-time-series recurrent-neural-networks time-series-classification
Created 2024-04-11
106 commits to main branch, last one 7 days ago
config-i1
smooth config-i1
21
90
unknown
5
The set of functions used for time series analysis and in forecasting.
ces ets arima forecast r-package state-space time-series arima-forecasting exponential-smoothing
Created 2016-01-25
2,661 commits to master branch, last one 9 days ago