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Projects in Awesome Lists tagged with arima-model

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

https://github.com/didierrlopes/univariatetimeseriesforecast

PhD Thesis: "Data Science in the Modeling and Forecasting of Financial Timeseries: from Classic methodologies to Deep Learning"

arima-model deep-learning lstm-neural-networks phd-thesis time-series time-series-forecasting

Last synced: 10 Aug 2025

https://github.com/haroldeustaquio/data-mining-unam

This repository showcases projects from the Data Mining course at UNAM, Mexico. It includes analyses of customer behavior, sales transactions, and a sequence-to-sequence model for text generation based on the Harry Potter series, all developed and presented throughout the semester.

apriori-algorithm arima-model association-algorithm association-rules classification clustering decision-tree-classifier fp-growth-algorithm logistic-regression machine-learning mineria-de-datos neural-network regression-models rnn seq-to-seq seq2seq triple-exponential-smoothing unam

Last synced: 12 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/javaidiqbal11/time-series-forecasting-using-arima-sarima

This repo for time series forecasting using ARIMA and SARIMA models with Python 3.x

arima-model data-science forecasting-models python3 sarima-model time-series

Last synced: 08 Sep 2025

https://github.com/sushantdhumak/arima-for-industrial-production

Explains how to use ARIMA model to forecast future production units, enabling informed decision-making and planning in the electric and gas utilities sector.

arima-model augmented auto-arima dickey-fuller-test differencing exploratory-data-analysis grid-search industrial-automation mean-absolute-error mean-absolute-percentage-error mean-square-error stationarity

Last synced: 26 Mar 2025

https://github.com/cepdnaclk/e19-co544-bitcoin-cost-forecast-system

BitPredictor - A cutting-edge machine learning-based solution for predicting cryptocurrency prices. Harnessing the power of advanced algorithms and data analysis techniques, this system aims to provide accurate and timely forecasts for Bitcoin and other cryptocurrencies.

arima-model bitcoin colab-notebook lstm machine-learning mlops python random-forest regression

Last synced: 01 May 2025

https://github.com/muhammadhilmyputrarisma/forecasting-bitcoin-price-with-arima-model

Python code for forecasting Bitcoin prices using the ARIMA model. The forecasting is performed to predict Bitcoin prices for the next 7 days based on historical trends.

arima-model bitcoin forecasting machine-learning python statistics time-series

Last synced: 01 May 2025

https://github.com/sushant1827/arima-for-industrial-production

Explains how to use ARIMA model to forecast future production units, enabling informed decision-making and planning in the electric and gas utilities sector.

arima-model augmented auto-arima dickey-fuller-test differencing exploratory-data-analysis grid-search industrial-automation mean-absolute-error mean-absolute-percentage-error mean-square-error stationarity

Last synced: 13 Feb 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/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/subhan-liaqat/google-stock-price-prediction-using-arima-model

Time Series Forevasting with ARIMA Model for prediction of Google Stock Price based on historical data.

arima-model google python stock-price-prediction time-series-forecasting

Last synced: 13 Apr 2026

https://github.com/ryancodingg/bitcoin-news-sentiment-analysis

This project analyzes historical Bitcoin price movements using machine learning techniques and time series forecasting models. It utilizes a dataset containing Bitcoin news headlines and price data over time. Various statistical and machine learning methods, such as ARIMA, Prophet, and feature engineering, are used to predict future Bitcoin prices

arima-model bitcoin prophet-model time-series xgboost

Last synced: 18 May 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/taleblou/arima-price-prediction

This repository implements an ARIMA model for predicting financial prices such as stocks, currencies, and cryptocurrencies. It focuses on time series forecasting to capture temporal dependencies and improve prediction accuracy across different financial datasets.

arima-model cryptocurrency-prediction currency-prediction financial-predictions stock-price-prediction

Last synced: 03 Apr 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/visvav/time-series-forecasting

A web-based application for analyzing historical weather data and forecasting future trends using advanced statistical models. Built with Python and Flask, the app provides interactive visualizations, stationarity tests, and predictions using ARIMA and SARIMA models.

acf-pacf adf-kpss arima-model html python sarima-model time-series time-series-analysis weather-forecast

Last synced: 04 Mar 2026

https://github.com/nitin-sagar-b/flowscope

Enhancing Decision Making and Prediction Optimization using the HybridFlow Forecast Model

arima-model ets-model lstm-neural-network sarimax-model time-series time-series-analysis time-series-forecasting time-series-prediction

Last synced: 01 Sep 2025

https://github.com/gabrielmazzotta/time-series-analysis-and-forecasting_case-study

This project focuses on Time Series Analysis techniques, uncovering patterns and leveraging forecasting models to predict future sales trends.

arima-model exponential-smoothing holt-winters-forecasting sarima statsmodels time-series-analysis time-series-decomposition

Last synced: 19 Apr 2026

https://github.com/adilrasheed139/google-stock-price-prediction-using-arima-model

Time Series Forevasting with ARIMA Model for prediction of Google Stock Price based on historical data.

arima-model googlestockpriceprediction python time-series-forecasting

Last synced: 24 Apr 2026

https://github.com/peeti-sriwongsanguan/cicd-mlops-timeseries-walmart

END-to-END MLOps CICD pipeline using MLflow for model tracking and experimenting and Amazon S3 for storing model artifacts.

arima-model ci-cd end-to-end-testing lstm-neural-networks mlops-workflow sarima-model xgboost-model

Last synced: 06 Jun 2026

https://github.com/kisaa-fatima/data-mining-project

Time series Forecasting Model Web Application This project is a web application for performing time series forecasting using various models. It utilizes Python for the backend and React, D3.js, HTML, and CSS for the frontend.

arima-model prophet-model python sarima

Last synced: 25 Apr 2026

https://github.com/kisaa-fatima/bitcoin-daily-price-forecasting-using-time-series-analysis

This project involves exploring, building, and evaluating different time series forecasting models to predict the daily closing prices of Bitcoin. The models compared include Linear Regression, Polynomial Regression, and ARIMA.

analysis arima-model linear-regression machine-learning-algorithms polynomial polynomial-regression preprocessing python

Last synced: 29 Apr 2026

https://github.com/shridhar1504/milk-production-time-series-forecasting-datascience-project

This project uses time series forecasting to predict future milk production. The data used in this project is monthly milk production data from January 1962 to December 1975. The ARIMA (autoregressive integrated moving average) model is used to forecast the milk production. The model is evaluated using variousย metric.

adf arima-model augmented-dickey-fuller-test data-analysis data-analytics data-science data-visualization eda exploratory-data-analysis machine-learning machine-learning-algorithms python python3 residuals sarimax seasonality time-series time-series-forecasting trends

Last synced: 02 May 2026

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/nishanc/mlforkids-aiforgood

This project contains demonstrations for the lesson ML for Kids - AI for Good

arima-model climate-forecasting hand-gesture-recognition industrial-production-forecast mlforkids prophet stemuplk

Last synced: 07 Jul 2025

https://github.com/amine-akrout/time-series-forecasting

Benchmarking of different algorithms used fot time series forecasting ARIMA, Prophet, LSTM

arima-model forecasting lstm prophet-model python time-series-analysis

Last synced: 15 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/davidalexandermoe/economic-time-series-analysis-and-forecasting-arima

Economic Time Series Analysis, Prediction and Forecasting using advanced Statistical methods and an ad-hoc estimated ARIMA (SARIMAX) model in R.

analysis arima arima-model forecasting statistics time-series

Last synced: 21 Jul 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/cosmojelly/comprehensive-time-series-forecasting-system-with-gui

A forecasting system for multiple sectors that uses ARIMA, ETS, SVR, and other models displayed on a user friendly interface with different viewing options.

arima-model artificial-neural-network ets-model ltsm-model prophet-model sarima-model support-vector-regression

Last synced: 13 Apr 2025

https://github.com/raghavendranhp/forecasting-car-sales-trends

Elevating Times Series Forecasting of Cars, Truck Sales in UK for precise and competitive forecasting in diverse industries.

arima-model arma autoregressive exponentialsmoothingmodel moving-average prophet-model sarima-model sarimax-model scikitlearn-machine-learning time-series-analysis timeseries-forecasting

Last synced: 19 Mar 2026

https://github.com/francesco-s/links-academy---anomaly-detection-time-series-analysis

Exercises conducted in the Artificial Intelligence and Machine Learning academy organized by Links Academy where I worked as a teacher. This repository contains the exercises carried out for the topics of Anomaly detection and time-series analysis

anomaly-detection arima-model clustering long-short-term-memory time-series-analysis

Last synced: 29 Jun 2026

https://github.com/esha-sm/forecastx

This is an interactive web application for forecasting sales data using the ARIMA model. Users can upload their own CSV files or use a default dataset to generate forecasts and visualizations.

arima-model flask-api jupyter-notebook matplotlib pandas plotly python scikit-learn seaborn

Last synced: 27 Feb 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: 23 Jun 2026

https://github.com/chaitanyakharche/stock-market-predictor

Time-series stock market prediction model using updated ARIMA algorithms

arima-model python time-series-analysis

Last synced: 14 Mar 2025

https://github.com/ashithapallath/anomaly-detection-in-transactions-using-ml

This project focuses on anomaly detection in financial transactions, using advanced machine learning techniques to identify unusual or suspicious activity. The goal is to develop a system capable of detecting fraudulent transactions by analyzing patterns and detecting deviations from normal behavior in real-time transaction data.

anomaly-detection arima-model machine-learning python

Last synced: 15 May 2026

https://github.com/chigurakula-bs/forecasting-time-series-on-covid-19

COVID-19 is one of the most pandemic problems today, many countries suffer tohandle COVID-19 problems. Data mining techniques provide a good quality tool for improving manual analysis identification COVID19 cases per day, deaths per day and number of patients cured per day.

arima-model data-mining-algorithms data-visualization jupyter-notebook sarima-model

Last synced: 28 Apr 2026

https://github.com/bala-1409/milk-production-time-series-forecasting-datascience-project

This project uses time series forecasting to predict future milk production. The data used in this project is monthly milk production data from January 1962 to December 1975. The ARIMA (autoregressive integrated moving average) model is used to forecast the milk production. The model is evaluated using various metric.

acf adf arima-model data-analysis data-science data-visualization datapreprocessing eda exploratory-data-analysis forecasting machine-learning-algorithms pacf python python3 sarimax-model seasonality seasonality-analysis time-series time-series-forecasting trends

Last synced: 27 Apr 2026

https://github.com/cosmojelly/btc-price-forecasting-time-series-analysis

Forecasting BTC Prices with a Linear Model (Linear Regression), Non-Linear Model (Non-Linear SVM), and ARIMA Model.

arima-model linear-regression svm-model time-series-analysis

Last synced: 03 Aug 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/sarahm44/currency-forecasting

Predicts future movements in the value of the Canadian dollar versus the Japanese yen using Time Series Modelling and Regression Analysis.

arima arima-model arma arma-model currency fintech forecasting forex-prediction garch garch-model regression-analysis regression-models time-series-analysis

Last synced: 09 Jul 2026

https://github.com/das-amlan/stock-price-forecasting

Stock Price Forecasting using ARIMA model

arima-model forecasting python time-series-analysis

Last synced: 08 Jun 2026

https://github.com/jo-minseok/global-warming-100year

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arima-model global-warming machine-learning matplotlib numpy pandas scikit-learn seaborn

Last synced: 11 Apr 2026

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/danuah/prices-predictor-system

๐Ÿ“ˆ Predict future prices using this efficient system, enabling informed decisions in finance and investment sectors.

arima-model bitcoin deep-learning distributed-systems finance machine-learning matplotlib mlops octave pandas pyspark pytorch regression seaborn sickit-learn sp500 stock-market stock-price-prediction

Last synced: 06 May 2026

https://github.com/urvee1810/air-quality-prediction-using-arima

Analyzed Beijing's air quality data using time series analysis and ARIMA modeling to forecast PM2.5 pollution levels. Identified seasonal patterns and correlations between pollutants, revealing insights into urban air quality trends and potential contributing factors.

arima-model dickey-fuller-test matplotlib numpy pandas python seaborn statistical-analysis time-series-analysis

Last synced: 16 Apr 2026