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Projects in Awesome Lists tagged with arima

A curated list of projects in awesome lists tagged with arima .

https://github.com/tgsmith61591/pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

arima econometrics forecasting forecasting-models machine-learning pmdarima python sarimax time-series

Last synced: 02 Jul 2025

https://github.com/alkaline-ml/pmdarima

A statistical library designed to fill the void in Python's time series analysis capabilities, including the equivalent of R's auto.arima function.

arima econometrics forecasting forecasting-models machine-learning pmdarima python sarimax time-series

Last synced: 14 May 2025

https://github.com/autoviml/auto_ts

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

arima auto-arima auto-sklearn auto-timeseries autokeras automl autosklearn prophet python python3 sklearn time-series time-series-analysis tpot

Last synced: 15 May 2025

https://github.com/AutoViML/Auto_TS

Automatically build ARIMA, SARIMAX, VAR, FB Prophet and XGBoost Models on Time Series data sets with a Single Line of Code. Created by Ram Seshadri. Collaborators welcome.

arima auto-arima auto-sklearn auto-timeseries autokeras automl autosklearn prophet python python3 sklearn time-series time-series-analysis tpot

Last synced: 04 Apr 2025

https://github.com/pyaf/load_forecasting

Forecasting electric power load of Delhi using ARIMA, RNN, LSTM, and GRU models

arima electric-load-forecasting gru lstm machine-learning rnn ses sma time-series-forecasting wma

Last synced: 02 Apr 2025

https://github.com/advaitsave/Introduction-to-Time-Series-forecasting-Python

Introduction to time series preprocessing and forecasting in Python using AR, MA, ARMA, ARIMA, SARIMA and Prophet model with forecast evaluation.

arima arma dickey-fuller forecast-evaluation forecasting preprocessing prophet-model python sarima seasonality series-forecasting-python series-preprocessing stationarity time-series time-series-forecasting

Last synced: 26 Mar 2025

https://github.com/billchen198318/bamboobsc

next version move to https://github.com/billchen198318/hillfog, bambooBSC is an opensource Balanced Scorecard (BSC) Business Intelligence (BI) Web platform. BSC's Vision, Perspectives, Objectives of strategy, Key Performance Indicators (KPIs), Strategy Map, and SWOT, PDCA & PDCA report, Time Series Analysis.

arima balanced-scorecard bsc bsc-vision dojo groovy jasperreports java jsp kpi kpi-report pdca plan-do-check-action strategic-management strategy struts2 swot swot-analysis time-series-analysis

Last synced: 29 Oct 2025

https://github.com/config-i1/smooth

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

arima arima-forecasting ces ets exponential-smoothing forecast r-package state-space time-series

Last synced: 05 Feb 2026

https://github.com/juliadynamics/arfima.jl

Simulate stochastic timeseries that follow ARFIMA, ARMA, ARIMA, AR, etc. processes

arfima arima arma autoregressive moving-average stochastic timeseries

Last synced: 15 Jun 2025

https://github.com/JuliaDynamics/ARFIMA.jl

Simulate stochastic timeseries that follow ARFIMA, ARMA, ARIMA, AR, etc. processes

arfima arima arma autoregressive moving-average stochastic timeseries

Last synced: 04 May 2025

https://github.com/manuparra/seriestemporales

Compendio de conocimiento sobre series temporales, para la predicción de series temporales con todos los métodos tratados en nuestro laboratorio DICITS.

arima forecast neuralnetworks prophet r rsnns seriestemporales timeseries

Last synced: 30 Aug 2025

https://github.com/AlbertoAlmuinha/garchmodels

The Tidymodels Extension for GARCH models

arfima arima garch garch-models parsnip tidymodels

Last synced: 08 May 2025

https://github.com/morgan-sell/caiso-price-forecast

Predicts the CAISO day-ahead market hourly prices using different forecasting methods including ARIMA and LSTM.

arima data-science electricity-prices lstm neural-networks python time-series

Last synced: 22 Jun 2025

https://github.com/adevinta/forecastout

Python library to forecast univariate time series through backtesting model selection

arima daily-forecast forecast holt-winters monthly-forecasts prophet python-library random-forest time-series-decomposition

Last synced: 19 Mar 2025

https://github.com/dataiku/dss-plugin-timeseries-forecast

Dataiku DSS plugin to automate time series forecasting with Deep Learning and statistical models 📈

arima dataiku deep-learning deepar dss-plugin forecast forecasting gluonts time-series transformer

Last synced: 04 Apr 2026

https://github.com/sudipbishwakarma/msc-dissertation-2021

Stock Prediction using LSTM, Linear Regression, ARIMA and GARCH models. Hyperparameter Optimization using Optuna framework for LSTM variants.

arima exploratory-data-analysis garch googlecolab hyperparameter-optimization jupyter-notebook kaggle linearregression lstm nepse optuna scikit-learn stock-price-prediction tensorflow time-series-analysis

Last synced: 14 Oct 2025

https://github.com/aarjaneiro/cronoseries

A fork of Cronos with a focus on being a Time Series class library.

arima arma csharp garch netcore sarima time-series

Last synced: 07 May 2025

https://github.com/statsim/forecast

Univariate timeseries forecasting in the browser (ARIMA)

arima autoarima forecasting time-series time-series-analysis timeseries timeseries-prediction

Last synced: 01 Mar 2026

https://github.com/nunohpinheiro/arima-studies

Studies on the implementation of a generic ARIMA algorithm, to forecast time series

arima arima-forecasting econometrics matlab

Last synced: 12 May 2025

https://github.com/abhijithganesh/stocksage

My stock analysis project using LSTM and SARIMA. This is a test project and it is not financial advise.

arima docker fastapi grafana jupyter jupyter-notebook lstm postgresql sarima stock-market tensorflow

Last synced: 27 Oct 2025

https://github.com/khaykingleb/stock-price-forecasting

GA-optimized RNNs for enhanced stock price forecasting

arima ga-rnn genetic-algorithm gru lstm pytorch stock-market stock-price-prediction

Last synced: 23 Feb 2026

https://github.com/zoharbabin/edgar_analytics

EDGAR Analytics – Python Library for Extracting, Analyzing, and Forecasting SEC EDGAR Filings. Streamline your financial analysis with comprehensive metrics, growth rates, and automated reporting capabilities.

accounting arima data-analysis-python edgar finance financial-analysis financial-metrics forecasting investment sec sec-filings statsmodels stock-market xbrl

Last synced: 17 Jan 2026

https://github.com/sankeer28/stock-predictor

Multi algorithm stock predictor built using Python and Streamlit

ai arima gbm knn lstm stock stock-analysis stock-data stock-prediction stock-price-prediction stock-trading svr xgboost

Last synced: 23 Apr 2025

https://github.com/icmoore/ssmodels

[R Programming] R package for state space models

arima arimax basic-structural-model local-level-model local-level-trend r state-space-models

Last synced: 18 Jun 2025

https://github.com/pierrenodet/autoarima.jl

Automatic multi-seasonal ARIMA Learning

arima auto-arima forecasting time-series time-series-analysis

Last synced: 06 Sep 2025

https://github.com/sunsided/arima

Experiments on AR(p)/MA(q) processes in MATLAB.

arima arima-model artificial-intelligence matlab signal-processing statistics

Last synced: 02 Mar 2026

https://github.com/gbrlcustodio/forecasting

Auto tunned hybrid model for time series prediction using ARIMA and ANN

ann arima arima-forecasting evolutionary-algorithms forecasting genetic-algorithm neural-network rbf

Last synced: 27 Mar 2025

https://github.com/zoziha/fortsa

A Univariate Time Series Analysis and ARIMA Modeling Package in Fortran.

arima arma bindings fortran fpm time-series time-series-analysis tsa

Last synced: 29 Jan 2026

https://github.com/econcz/stata-xtarimau

'XTARIMAU': module to find the best [S]ARIMA[X] models in heterogeneous panels with the help of arimaauto

arima panel-data seasonal-time-series stationarity

Last synced: 04 Mar 2026

https://github.com/pietrozanotta/nefele

Rust library for time series modelling and forecasting

arima arima-model farima time-series

Last synced: 02 Mar 2026

https://github.com/geobosh/sarima

Time series modelling with extended regression SARIMA models

arima kalman-filter r r-package reg-sarima sarima sarimax seasonal time-series xarima

Last synced: 13 Apr 2025

https://github.com/birmingham-and-solihull-ics/winter_predictions

A repository for developing winter predictions and forecasts

arima forecasting prophet-model

Last synced: 08 Oct 2025

https://github.com/dr-saad-la/timeseries-hub

🚀 Comprehensive collection of time series forecasting models: from classical ARIMA to state-of-the-art deep learning. Ready-to-use implementations with benchmarks and tutorials.

ai arch arima data-science forecasting-models machine-learning neuralpr proph time-series

Last synced: 23 Jul 2025

https://github.com/codebypinar/reta

🍃 Explore the world of renewable energy production, analyze historical data, and predict sustainable energy trends. Join us on the journey to a greener future!

arima clean-energy data-analysis data-science data-visualization energy-future forecasting-models innovation renewable-energy sustainability time-series

Last synced: 12 Oct 2025

https://github.com/shreyansh26/optimal-bidding

This repository contains code for Optimal Bidding task of Inter IIT Tech Meet 2018. :chart_with_upwards_trend:

arima stochastic-gradient-descent time-series time-series-analysis

Last synced: 03 Mar 2025

https://github.com/aravinda-1402/store-demand-forecasting-using-time-series-and-neural-networks

The primary objective of this project is to develop a cutting-edge forecasting model utilizing advanced machine-learning algorithms and sophisticated time-series analysis techniques. The model aims to deliver precise predictions of future sales across diverse retail outlets.

arima deeplearning hybrid lstm-neural-networks machinelearning python scikitlearn-machine-learning timeseries-forecasting

Last synced: 12 Apr 2026

https://github.com/tymill/synthpred

A Julia package for synthetic data analysis, advanced imputation (ARIMA, RNN), AutoML, and ensemble modeling.

arima automl ensemble flux imputation julia machine-learning synthetic-data time-series

Last synced: 22 Apr 2025

https://github.com/thecoderpinar/reta

🍃 Explore the world of renewable energy production, analyze historical data, and predict sustainable energy trends. Join us on the journey to a greener future!

arima clean-energy data-analysis data-science data-visualization energy-future forecasting-models innovation renewable-energy sustainability time-series

Last synced: 03 Apr 2025

https://github.com/303entity303/hypixel-skyblock-bazaar-price-prediction

Predict future item prices on Hypixel Bazaar using historical data and ARIMA models.

arima hypixel-bazaar-price-prediction hypixel-skyblock hypixelskyblock price-prediction

Last synced: 12 Feb 2026

https://github.com/econcz/stata-arimaauto

'ARIMAAUTO': module to find the best ARIMA model with the help of a Stata-adjusted Hyndman-Khandakar (2008) algorithm

arima seasonal-time-series ssc stata stationarity

Last synced: 05 Mar 2026

https://github.com/moindalvs/forecasting_cocacola_prices.

Prepare a document for each model explaining how many dummy variables you have created and RMSE value for each model. Finally which model you will use for Forecasting.

arima data-science double-exponential-smoothing forecasting holt-winters-forecasting sarima-models sarimax simple-exponential-smoothing time-series-analysis time-series-forecasting time-series-prediction triple-exponential-smoothing

Last synced: 19 Apr 2026

https://github.com/xyryc/bangladesh-weather-forecasting-using-time-series-and-deep-learning-models

Exploring Advanced Models for Time Series-Based Weather Forecasting in Bangladesh: A Comparative Analysis of ARIMA, SARIMA, FB-Prophet, LSTM and BiLSTM Models

arima bangladesh-weather-forecasting bilstm deep-learning lstm prophet sarima stack-lstm thesis time-series-analysis

Last synced: 30 Jun 2025

https://github.com/cherifon/co2_forecasting

Forecasting CO2 Levels Using STM32 Sensor Data and Time Series Analysis

ai arima arima-forecasting arima-model csv ipynb pyton serial stm32 uart visualization

Last synced: 02 Feb 2026

https://github.com/ngupta23/ds6373_timeseries

Repo for DS6373 Time Series Course (Southern Methodist University) - Spring 2020

arima arma financial-analysis financial-data forecasting r southern-methodist-university time-series time-series-analysis timeseries

Last synced: 03 Apr 2025

https://github.com/mohammad95labbaf/energyprediction-arima-transformer

This report investigates the energy consumption prediction using time series analysis and deep learning methodologies. The extracted features and implemented transformer model demonstrate a high predictive accuracy.

arima arma deep-learning deep-neural-networks deeplearning feature-extraction feature-selection lstm lstm-neural-networks prediction time-series time-series-analysis timeseries transformer

Last synced: 03 Mar 2025

https://github.com/jszitas/blaze

A C++17 implementation of ARIMA following R

arima cpp cpp17 forecasting working-in-progress

Last synced: 30 Dec 2025

https://github.com/pavankethavath/dominos---predictive-purchase-order-system

This advanced forecasting tool leverages Prophet, ARIMA, SARIMA, and LSTM models to predict daily sales for 32 pizzas and 64 ingredients. With Prophet achieving the lowest MAPE, it ensures accurate demand forecasts, optimized inventory, and efficient purchase planning, reducing waste, preventing stockouts, and enhancing supply chain efficiency.

arima deep-learning eda exploratory-data-analysis forecasting lstm machine-learning mape matplotlib minmaxscaling numpy pandas prediction python sarimax seaborn seasonality tensorflow time-series

Last synced: 08 Apr 2026

https://github.com/mustafahakkoz/blink_detection_experiments

Experimental notebooks on blink detection problem by analizing it with simple thresholds, timeseries approach and a ml model.

acf arima blink-detection ewma eye-aspect-ratio outlier-detection pacf support-vector-machines time-series-analysis

Last synced: 23 Mar 2025

https://github.com/chutrunganh/stock-price-prediction-using-time-series

This repository focuses on predicting Apple Inc.'s stock prices using time series analysis from 2013 to 2018. The project involves data exploration, stationarity analysis, time series decomposition, model development, and generating insights to assist investors.

ar-model arima auto-regressive-model hust it2022e moving-average prophet stock-market stock-price-prediction time-series-analysis

Last synced: 07 Mar 2025

https://github.com/kimrass/time_series_using_4_use_cases

This repository is based on the lecture '4가지 유즈 케이스를 활용한 시계열 분석: 전처리부터 딥러닝 적용까지'

arima learning-spoons time-series

Last synced: 01 Apr 2025

https://github.com/aidanastridge/canadian-honey-industry

Production and value of Canadian honey from 1924 to 2021

arima forecasting regression-analysis statistics-canada time-series vars

Last synced: 25 Mar 2025

https://github.com/abhishekkr/mfl

Market Forecast Learning | to learn to forecast market

arima arima-forecasting matplotlib-pyplot pandas-dataframe python

Last synced: 14 Jun 2025

https://github.com/imamaaa/mlops-air-quality-prediction-pipeline

MLOps pipeline for real-time air quality monitoring and pollution prediction. Uses ARIMA & LSTM models, DVC for data versioning, Flask API for deployment, and Prometheus & Grafana for monitoring.

air-quality arima data-versioning dvc environmental-monitoring flask-api grafana lstm machine-learning mlops pollution-prediction prometheus time-series

Last synced: 13 Apr 2026

https://github.com/viper373/163-buff

爬取网易BUFF平台CS:GO武器皮肤交易数据

163 arima crawler-python csgo data-analysis prediction python

Last synced: 24 Oct 2025

https://github.com/phongct1105/s-p_500_stock_prediction

Advanced Stock Price Prediction Tool using ARIMA and LSTM models with a Streamlit-based web interface for visualization and analysis.

arima deep-learning financial-forecasting lstm machine-learning python stock-price-prediction streamlit time-series

Last synced: 14 Feb 2026

https://github.com/tedoaba/change-point-analysis-and-statistical-modeling

Change Point Analysis and Statistical Modelling of Time Series Data - Detecting Changes and Associating causes on Time Series Data

arima change-point-analysis change-point-detection dashboard feature-engineering flask kaim statistical-analysis statistical-modeling time-series-analysis

Last synced: 17 Apr 2026

https://github.com/alexandertiopan1212/streamlit_app_kemenkeu_bandwidth_predictor

A Streamlit-based forecasting app to analyze and predict daily bandwidth utilization for Indonesia’s Ministry of Finance using ARIMA and Holt-Winters methods.

arima holt-winters python streamlit timeseries

Last synced: 28 Apr 2026

https://github.com/alinababer/covid19-timeseries-cases-and-deaths-forecasting-

This study is based on confirmed cases and deaths collected from Pakistan. Results demonstrate the promising potential of TIME SERIES model in forecasting COVID-19 cases and highlight the superior performance of the time series compared to the LSTM.we apply AI-based forecasting models such time series ARIMA, LSTM, prophet and VAR.

arima covid-19 data-analysis data-science data-visualization fbprophet forecasting lstm rnn time-series var vectorautoregression

Last synced: 30 Jul 2025

https://github.com/jheane/coca-cola-stock-prediction

This repo compares four predictive models—Linear Regression, ARIMA, XGBoost, and LSTM—to forecast Coca‑Cola FEMSA stock closing prices using Python and five years of historical data.

arima csv linear-regression mae matplotlib mse pandas python r2 scikit-learn seaborn stock-price-prediction tensorflow-keras xgboost

Last synced: 31 Mar 2025

https://github.com/shayandavoodii/cepstralcoefficients.jl

This package provides various tools for calculating the cepstral coefficients of time series and clustering them in Julia.

arima cepstral-analysis cepstral-coefficients clustering signal-processing time-series

Last synced: 19 Sep 2025

https://github.com/oscartma/bitcoin-time-series-analysis

Analyze and forecast Bitcoin prices using ARIMA/SARIMA, LSTM, and XGBoost. Develop a REST API for real-time predictions, containerized with Docker and orchestrated with Kubernetes for scalable cloud deployment. Gain insights into time series modeling, API development, and large-scale deployment workflows.

arima docker kubernetes lstm rest-api sarima

Last synced: 11 Apr 2026

https://github.com/fedesgh/arima_model_for_monetary_base_bcra

Read data from an excel file, clean it and build ARIMA model

arima statsmodels

Last synced: 03 Jan 2026

https://github.com/oleksandrzadvornyi/marketcap-forecasting

End-to-end market capitalization forecasting system using TimeSeriesTransformer, ARIMA and RNN models with automated data pipeline from Yahoo Finance

arima deep-learning financial-prediction machine-learning market-analysis python rnn time-series-forecasting transformers yahoo-finance

Last synced: 10 Jun 2025

https://github.com/neuraladitya/trade_predictor_project

An AI-powered trade prediction system using machine learning, technical analysis, and time series models. Built with FastAPI, React, and Tailwind CSS.

arima csv-analysis fastapi financial-data kalman-filter machine-learning markov-models pca prediction-system random-forest react stock-market tailwindcss tda technical-indicators trade-prediction tsne vite wavelet-transform

Last synced: 12 Apr 2026

https://github.com/neelabalan/py-package-download-forecast

Serverless forecast model training for some Python packages

arima forecasting gradio huggingface pypi pypi-packages time-series

Last synced: 06 May 2026

https://github.com/r-mahesh45/gold-price-prediction-using-machine-learning

This project uses Random Forest and ARIMA models to predict daily gold prices with 97% accuracy. By cleaning and analyzing historical data (2016–2021), we created a model that provides actionable insights. Deployed with Streamlit, it offers real-time forecasting for investors and traders to stay ahead of the market.

arima arima-forecasting eda pandas-python sarimax-model stationery

Last synced: 25 Mar 2025

https://github.com/beliavsky/starpac

Standards Time Series and Regression Package, a library of Fortran subroutines for statistical data analysis developed by the Statistical Engineering Division of the National Institute of Standards and Technology

arima autocorrelation fft forecasting gamma-function nonlinear-least-squares periodogram polynomial-regression rng statistics time-series-analysis

Last synced: 06 Jan 2026

https://github.com/adityajn105/time-series-analysis-techniques

A tutorial to time-series analysis techniques. Holt-Winter methods, ACF/PACF, MA, AR, ARMA, ARIMA, SARIMA, SARIMAX, VAR, VARMA etc.

arima arma autoregressive moving-average time-series

Last synced: 03 Aug 2025

https://github.com/marcopellegrinoit/web-traffic-time-series-predictions

Forecast Web Traffic Demand Time Series with ARIMA+ BigQuery and Looker Studio. Addionatel modeling available with ARIMA, LSTM, and Facebook Prophet.

arima bigquery gcp lstm prophet-model time-series vertex-ai

Last synced: 02 Jan 2026

https://github.com/hermann-web/demand-forecasting-with-python

How to make forecast with python ? I develop a software that allows to : - Make commercial forecasts from a history - Compare several forecasting methods - Display the results (forecasts and comparison)

arima arima-forecasting arima-model demand-forecasting exponential-smoothing forecast forecasting-methods forecasting-models lstm machine-learning python statsmodels time-series

Last synced: 08 Sep 2025

https://github.com/spkaluzny/robustarima

Fit a linear regression model with ARIMA errors using a filtered tau-estimate

arima cran-r robust-statistics time-series-analysis

Last synced: 22 Feb 2026