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Projects in Awesome Lists tagged with arima-forecasting

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

https://github.com/huawei-noah/bht-arima

Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)

arima-forecasting tensor-decomposition tensor-factorization time-series

Last synced: 09 Apr 2025

https://github.com/huawei-noah/BHT-ARIMA

Code for paper: Block Hankel Tensor ARIMA for Multiple Short Time Series Forecasting (AAAI-20)

arima-forecasting tensor-decomposition tensor-factorization time-series

Last synced: 01 Apr 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/majorlift/volatility-modeling-python-datasci

Undergraduate thesis, Seoul National University Dept. of Economics — "Modeling Volatility and Risk Spillover Between the Financial Markets of US and China Using GARCH Value-at-Risk Forecasting and Granger Causality."

arima-forecasting data-science data-vizualization financial-engineering garch-model granger-causality jupyter-notebook numpy pandas pyplot python3 regression-models research-paper risk-modelling scipy-stats seaborn statsmodels time-series-analysis value-at-risk volatility-modeling

Last synced: 25 Apr 2025

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/vibhor98/time-series-forecasting-of-superstore-dataset

This repository contains the time series forecasting of Superstore dataset.

arima-forecasting machine-learning time-series-analysis time-series-forecasting

Last synced: 08 Aug 2025

https://github.com/shub-garg/global-temperature-prediction-and-analysis-using-arima-sarimax-and-neural-network

This project aims to investigate temperature changes over time and predict future temperature patterns on a regional and global scale. We employ time series forecasting methods, including neural networks, ARIMA, and SARIMAX, using the GISTEMP v4 dataset from NA

arima-forecasting climate-change forecasting-models global-temperature nasa-data neural-network sarimax time-series-analysis

Last synced: 15 Jul 2025

https://github.com/moindalvs/forecasting_airline_passengers_traffic

Forecast the Airlines Passengers. 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.

additive arima-forecasting data-science double-exponential-smoothing forecasting holt-winters holt-winters-forecasting multiplicative sarima-model seasonality-analysis simple-exponential-smoothing stationarity stationarity-test time-series-forecasting timeseries-analysis trend-analysis triple-exponential-smoothing

Last synced: 23 Apr 2025

https://github.com/gustavohfmo/timeseriescin

Repositório com os códigos para a monitoria da disciplina de séries temporais da pós-graduação em inteligência computacional do centro de informática (CIn) - UFPE.

arima-forecasting neural-network-regression time-series-analysis

Last synced: 07 Apr 2025

https://github.com/wahyudesu/arima-analysis-in-energy-sdgs-7-indonesia

Project Akhir Mata Kuliah Permodelan Statistika terapan

arima-forecasting energy machine-learning sdgs

Last synced: 11 Apr 2025

https://github.com/Pegah-Ardehkhani/Air-Passenger-Demand-Forecasting

Forecast airline passenger demand using time series models like AR, ARMA, and LSTM to improve operations, optimize scheduling, enhance resource allocation, and streamline supply chain management through accurate demand predictions

arima-forecasting arma auto-regressive auto-regressive-model boxcox decomposition demand-forecasting dickey-fuller dickey-fuller-test flight-data lstm machine-learning machine-learning-algorithms non-stationary qqplot tensorflow time-series time-series-analysis time-series-data time-series-forecasting

Last synced: 24 Apr 2025

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/pegah-ardehkhani/air-passenger-demand-forecasting

Forecast airline passenger demand using time series models like AR, ARMA, and LSTM to improve operations, optimize scheduling, enhance resource allocation, and streamline supply chain management through accurate demand predictions

arima-forecasting arma auto-regressive auto-regressive-model boxcox decomposition demand-forecasting dickey-fuller dickey-fuller-test flight-data lstm machine-learning machine-learning-algorithms non-stationary qqplot tensorflow time-series time-series-analysis time-series-data time-series-forecasting

Last synced: 27 Oct 2025

https://github.com/rajdeepdas43/btc_usd-algorithmic-trading-kdsh-2024

This repository consists of notebook, backtesting logs and dataset along with the Problem Statement. This is was our approach to KDSH 2024 by Zelts Labs

arima-forecasting btc deep deep-reinforcement-learning lstm rf rnn

Last synced: 29 Jan 2026

https://github.com/prathamesh693/04_sales-and-demand-forecasting-for-retail-chains

This project aims to forecast weekly sales for retail stores using historical sales and economic data. By applying advanced time series forecasting models, we enable better inventory management, demand planning, and revenue optimization for retail chains. The project includes both traditional statistical models and deep learning techniques.

arima-forecasting data-analysis data-visualization exploratory-data-analysis jupyter-notebook prophet-facebook python spyder-python-ide streamlit-webapp

Last synced: 01 Jul 2025

https://github.com/guslovesmath/top_tech_sp_500_forecasting

Forecasting the stock market is difficult. I sought to observe the relationship between Apple's stock price and others in the S&P500. In doing this, I was able to conclude that stocks in the tech industry can help predict a trend in Apple's Percent change.

arima-forecasting arima-model data data-science forecasting vector-autoregression

Last synced: 14 Mar 2025

https://github.com/shaheennabi/time-series-related-practices-and-mini-projects

ChatGPT 🎇 Time Series Forecasting Experiments 🎆 A collection of hands-on experiments with time series data 📊, featuring models like ARIMA, LSTM, and Prophet. 🚀 From data preprocessing to forecasting, explore real-world applications like stock predictions and weather forecasting 🌍. Continuously updated with new techniques and models for better

arima-forecasting autoarima sarimax sequence-to-sequence time-series-forecasting

Last synced: 06 Jan 2026

https://github.com/moindalvs/co2_emission_forecasting

P-140 Air Quality forecasting(CO2 emissions) Business Objective: To forecast Co2 levels for an organization so that the organization can follow government norms with respect to Co2 emission levels. Data Set Details: Time parameter and levels of Co2 emission

arima-forecasting cyclic deployment exponential-smoothing forecasting-models holt-winters-forecasting holts-winter lstm-neural-networks moving-average pickle rnn-model sarima-model time-series time-series-analysis

Last synced: 22 Apr 2026

https://github.com/datarohit/python-for-finance

These Files are from Derek Banas Youtube Tutorial on Python for Finance used by me for Learning Purpose. These Include Stock Price Analysis, Portfolio Creation, Forecasting and Many more.

arima-forecasting arima-model finance-analytics matplotlib numpy pandas plotly python seaborn

Last synced: 04 May 2026

https://github.com/vigneshss-07/timeseries

This repo contains solutions to case stidy related to time series models and their implemtation

acf-php arima-forecasting arima-model sarima-model time-series time-series-analysis

Last synced: 29 May 2026

https://github.com/akashparley/stocklyzer

Stocklyzer is a real-time stock analysis web app built with Streamlit. It features stock performance tracking, technical indicators, CAPM-based risk-return insights, and ARIMA-based price prediction. Ideal for finance enthusiasts, analysts, and learners exploring data-driven investing tools.

arima-forecasting data-analysis financial-analysis machine-learning stock-price-prediction

Last synced: 16 May 2026

https://github.com/ankur-tutlani/arimax-forecasting

A repository for forecasting continuous scale features using ARIMAX models, including model training and evaluation scripts.

arima-forecasting arimax forecasting forecasting-models time-series-analysis time-series-forecasting

Last synced: 10 Jul 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/dhairyac/electricity-demand-forecasting

Time Series Forecasting using ARMA/ARMAX models

arima-forecasting predictive-modeling r-code

Last synced: 16 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/akashash01/data_forcasting

Technique(time-based model) that uses historical data as inputs to make informed estimates that are predictive in determining the future trends.

arima-forecasting data-science datavisualization machine-learning pandas python time-series

Last synced: 17 May 2026

https://github.com/abhy-kumar/ahmedabad-weather-projection

This notebook tries to predict Ahmedabad's weather using historical trends

arima-forecasting numpy pandas python

Last synced: 13 Apr 2026

https://github.com/bharathwajmanoharan/airpollution_solution_ml

Abinitio 2.0 (it took place in the library block, third floor gallery hall)

arima-forecasting machine-learning mlhackathon random-forest

Last synced: 17 Mar 2025

https://github.com/apozzi/harima

Harima is a Haskell library designed for time series analysis and forecasting using the ARIMA (AutoRegressive Integrated Moving Average) model.

arima-forecasting arima-model haskell haskell-library

Last synced: 19 Jun 2026

https://github.com/lazernata/time_series_analysis

Practical part of my Master's Thesis "Time Series Modeling: Classical Models and SARIMA". In this work, the Box-Jenkins methodology is implemented to model and forecast time series, using data on the monthly average temperature in Jersey Island. Various steps are taken to identify and fit appropriate SARIMA models for making accurate predictions.

arima-forecasting rstudio statistics time-series

Last synced: 11 Jan 2026

https://github.com/andrearettaroli/venezia-project-ssd

The project aims to forecast the influx of Venice M9Museum

arima-forecasting forecasting lstm-window mlp python random-forest sarimax

Last synced: 16 May 2026

https://github.com/vedantaher2003/-air-quality-index-levels-predicted-pbl

a platform which provides users with the predicted Air Quality Index levels of air pollution for 39 cities of India with daily, monthly and yearly trends. It also provides some of the statistics observed for AQI over these cities and various latest articles and blogs related to air pollution.

aqi arima-forecasting d3-visualization django-rest-framework github java javascript jupyter-notebook keras-tensorflow lstm-neural-networks neural-networks plotly pollution-prediction python3 recurr sarimax statistical-models tensorflow-models

Last synced: 20 Jan 2026

https://github.com/aditrachman/forecasting-arima

forecasting data tren genre horror di indonesia dataset dari website kaggle

arima-forecasting python

Last synced: 17 May 2026

https://github.com/natgluons/asian-australian-monsoon-interaction

Project on "Prediction of The Indonesian Monsoon Index Based on Rainfall Anomalies and The Asia-Australian Monsoon Interaction"

arima-forecasting arima-model meteorology seasonal-forecast weather-data weather-forecast

Last synced: 19 Jul 2025

https://github.com/shohail-ismail/nao-arima-uk-ghg-emissions-forecast

An analysis of UK greenhouse gas emissions from 1990 to 2023, using ARIMA for time series forecasting, for a task issued by the National Audit Office (NAO). Includes exploratory analysis, stationarity tests, and visualisation with confidence intervals for a 5-year prediction.

arima-forecasting matplotlib python statistical-models time-series-analysis

Last synced: 28 Mar 2025

https://github.com/chandkund/time-series-forecasting

A time series forecasting project using the Airline Passenger dataset. This project leverages ARIMA modeling to predict future passenger numbers by analyzing historical trends and seasonality from 1949-1960. The results demonstrate effective forecasting for better business planning.

arima-forecasting arima-model data-science numpy pandas python seaborn

Last synced: 07 Apr 2026

https://github.com/yogeshsinghkatoch9/stock_price_forecasting_system

this repository contains a comprehensive, end-to-end pipeline for forecasting stock prices using a blend of advanced statistical methods and deep learning models. The system is designed to download historical stock data, preprocess and engineer features, and then generate forecasts using multiple models before combining them with an ensemble.

arima-forecasting data-science deep-learning finance garch gru lstm-neural-networks machine-learning prophet-model python stock-forecasting time-series xgboost

Last synced: 14 Mar 2025

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: 23 Jun 2026

https://github.com/ahmad-ali-rafique/electricity-consumption-analysis-household-dataset

This repository contains analysis and predictive modeling of household electricity consumption using Python. It includes data cleaning, exploratory data analysis (EDA), time series forecasting (ARIMA, SARIMA, LSTM), and model evaluation to optimize energy usage.

arima-forecasting artificial-intelligence artificial-neural-networks data data-science dataanalytics datacleaning evaluation-metrics exploratory-data-analysis long-short-term-memory lstmmodel modeling time-series timeseries-forecasting

Last synced: 23 Jun 2025

https://github.com/magnushelliesen/frost-weather-data

Fun with FROST API and some ARIMA-forecasting.

api arima-forecasting weather

Last synced: 24 Jul 2025

https://github.com/natgluons/fmcg-data-modeling

SQL, ARIMA, and K-Means Clustering for data analysis dan customer segmentation regarding sales data

arima-forecasting arima-model customer-segmentation data-analysis data-science-projects kmeans-clustering sales-forecasting

Last synced: 13 Aug 2025

https://github.com/natgluons/indonesian-monsoon-index

Project on "A Simple ANN-ARIMA Hybrid Approach to Indonesian Monsoon Index Prediction and Its Application" (doi: 10.13140/RG.2.2.12253.79845/2)

arima-forecasting arima-model artificial-neural-networks rainfall-data-analysis wavelet-transform weather-data weather-forecast

Last synced: 12 Jul 2025

https://github.com/nataliabeltranarg/timeseriesforecasting-glovoorders

Implemented time series forecasting to predict future orders for Glovo, utilizing models such as ARIMA/SARIMA, LASSO, XGBoost, and Linear Regression.

arima-forecasting cycles forecasting-models forecasting-time-series lasso-regression linearregression outlier-detection sarima-model seasonality-analysis time-series-analysis trends-analysis xboost

Last synced: 16 Mar 2025

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/sanam2405/waterinformatics

This repository contains Arduino codes for Waterinformatics Research Internship at Calcutta University

arduino arima-forecasting hcsr04 nodemcu nodemcu-esp8266 sensors

Last synced: 18 May 2026

https://github.com/steviecurran/time-series-toolkit

To run and compare time series methods interactively, giving the option to make a forecast or compare a putatative forecast with how the data actually evolved.

arima-forecasting backtesting currency-exchange-rates forecasting ipwidgets prophet python time-series

Last synced: 31 May 2026

https://github.com/gusgitmath/toptech_sp500_forecasting

Forecasting the stock market is difficult. I sought to observe the relationship between Apple's stock price and others in the S&P500. In doing this, I was able to conclude that stocks in the tech industry can help predict a trend in Apple's Percent change.

arima-forecasting linear-regression python3 vector-autoregression

Last synced: 21 Apr 2026

https://github.com/mahmood-anaam/saudi-stock-exchange-tadawul-prediction

This project focuses on forecasting SPIMACO & CHEMICAL stock prices in the Saudi Stock Exchange (Tadawul) using historical data (2015–2020) and the ARIMA time series model.

arima-forecasting colab jupyter-notebook python3 saudi saudi-stock-exchange tadawul

Last synced: 28 Apr 2026

https://github.com/akhdandann/goldfutureprice-forecasting

This project utilizes historical gold futures price data from 2011 to 2021 sourced from investing.com. It applies time series analysis and the ARIMA model to forecast future gold prices, showcasing skills in data preprocessing, visualization, statistical testing, and model evaluation.

arima-forecasting business-intelligence data-science forecasting python

Last synced: 02 May 2026

https://github.com/adamouization/solar-irradiance-forecasting

Predicting short-term solar irradiance using deep learning and statistical methods on the Folsom dataset

arima arima-forecasting data-science deep-learning irradiance irradiance-forecasting machine-learning python

Last synced: 06 May 2026

https://github.com/sabin74/arima_time_series_forecasting

This project demonstrates time series forecasting using AR, ARIMA, and SARIMA models to predict monthly airline passenger counts from 1949 to 1960. The project follows a complete pipeline including data preprocessing, stationarity checks, model fitting, diagnostics, and future forecasting using Python's statsmodels library.

arima arima-forecasting kaggle-dataset pandas python sarima statsmodels time-series-forecasting

Last synced: 09 May 2026