exponential-smoothing 开源项目推荐（185 个）

Nixtla /statsforecast

使用统计和计量经济学模型的闪电般快速预测。

uber /orbit

一个用于Bayesian预测的Python包，具有面向对象的设计和概率模型。

salesforce /ETSformer

ETSformer的PyTorch代码：用于时间序列预测的指数平滑变换器

LAMPSPUC /StateSpaceModels.jl

StateSpaceModels.jl is a Julia package for time-series analysis using state-space models.

FilippoMB /python-time-series-handbook

Book and material for the course "Time series analysis with Python" (STA-2003)

carlomazzaferro /scikit-hts

Hierarchical Time Series Forecasting with a familiar API

lucidrains /ETSformer-pytorch

Implementation of ETSformer, state of the art time-series Transformer, in Pytorch

openforecast-org /smooth

The set of functions used for time series analysis and in forecasting.

PacktPublishing /Time-Series-Analysis-with-Python-Cookbook-Second-Edition

Time Series Analysis with Python Cookbook, Second Edition - Published by Packt

akshitvjain /product-sales-forecasting

Forecasted product sales using time series models such as Holt-Winters, SARIMA and causal methods, e.g. Regression. Evaluated performance of models using forecasting metrics such as, MAE, RMSE, MAPE and concluded that Linear Regression model produced the best MAPE in comparison to other models

Smlcrm /Chronax

JAX-accelerated time-series forecasting library. Fast, scalable, and NumPy-compatible.

hawkular /hawkular-datamining

Real-time time series prediction library with standalone server

ManojKumarMaruthi /Time-Series-Forecasting

Forecasting Monthly Sales of French Champagne - Perrin Freres

nirajdsouza /budget-forecasting-tool

A learning tool to demonstrate the process of financial forecasting, budgeting, and analysis.

RenatoMaynard /Time-series-forecasting-methods

Time Series Forecasting Methods — A collection of Python implementations for essential time series forecasting techniques, including Simple, Double, Triple Exponential Smoothing, and Moving Averages.

thuynh323 /Time-series-forecasting

Exponential Smoothing, SARIMA, Facebook Prophet

MoinDalvs /Time_Series_Forecasting_From_Scratch

该项目在 GitHub 上没有填写描述

ipang-dwi /fts

Forecasting Time Series with Moving Average and Exponential Smoothing

Alex0Blackwell /water-conservation-prediction

Borealis AI mentored water consumption prediction machine learning web application!

sauravsingla /Time_Series

Reproducible Python time-series forecasting benchmark with walk-forward validation, leakage-safe backtesting, classical models, lag-based machine learning, tests, and CI.