autoregression 开源项目推荐（51 个）

ourownstory /neural_prophet

NeuralProphet: A simple forecasting package

descriptinc /cargan

Official repository for the paper "Chunked Autoregressive GAN for Conditional Waveform Synthesis"

Svito-zar /gesticulator

The official implementation for ICMI 2020 Best Paper Award "Gesticulator: A framework for semantically-aware speech-driven gesture generation"

jxx123 /fireTS

A python multi-variate time series prediction library working with sklearn

vishnukanduri /Time-series-analysis-in-Python

I perform time series analysis of data from scratch. I also implement The Autoregressive (AR) Model, The Moving Average (MA) Model, The Autoregressive Moving Average (ARMA) Model, The Autoregressive Integrated Moving Average (ARIMA) Model, The ARCH Model, The GARCH model, Auto ARIMA, forecasting and exploring a business case.

jinit24 /ARIMA-Model

ARIMA model from scratch using numpy and pandas.

Owinnie /Data-Science-Lab

Learning Data Science

UttaranB127 /GeneratingEmotiveGaits

This is the official implementation of the paper "Generating Emotive Gaits for Virtual Agents Using Affect-Based Autoregression".

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.

stmeinecke /derrom

Delay Embedded Regressive Reduced Order Model

MfaXyz /Simple-Forecaster-Using-NeuralProphet

Forecasting sales and economic demand for businesses with a time series approach using NeuralProphet

Deepshikha05 /Time-Series-Analysis

Time Series Analysis Concepts Explained with examples

Beliavsky /R-Time-Series-Task-View-Supplement

R Time series packages not included in CRAN Task View: Time Series Analysis

AJ2401 /Financial-Data-Analytics-and-Forecasting-Models

Developed predictive models like ARIMA and logistic regression to analyze market trends and forecast movements. Employed statistical techniques like moving averages for trend insights and binary outcome predictions in financial analysis.

roaked /autonomous-vehicle-system-identification

modeling autonomous guided vehicle using MATLAB Simulink. deterministic and stochastic system identification

IceLab-X /GreedyNAR

greedy nonlinear autoregression for multifidelity modeling

nikhilxsunder /cultivars

A modern computing library in python for providing vector autoregressions and other autoregressive economic models.

e-paj /Time-Series-Project

This is a final project for a Time Series course. My professor told me I could further work on it.

dagrewal /Final-Year-UnderGrad-Project

Matlab Machine Learning application for predicting Arsenal F.C. football results during 2013-2014 season using self-programmed multi-class (1-against-rest approach) Naive Bayes and an implementation of AutoRegression.

makt96 /Air-Quality-Nairobi

Air Quality in Nairobi (Based on PM2.5 index)- A Time Series Analysis Projects - Building ARIMA ML Model. In this project, I work with data from one of Africa’s largest open data platforms openAfrica https://africaopendata.org/ .I’ll look at air quality data from Nairobi, Lagos, and Dar es Salaam; and build a time seriesmodel to predict PM 2.5 r…