KrishnanSG/holt-winters

The repository provides an in-depth analysis and forecast of a time series dataset as an example and summarizes the mathematical concepts required to have a deeper understanding of Holt-Winter's model. It also contains the implementation and analysis to time series anomaly detection using brutlag algorithm.

Language: Jupyter Notebook - Size: 675 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 43 - Forks: 11

kanch91/project-energy

Time-series analysis of the electricity load consumption in the Mumbai Metropolitan Region.

Language: Python - Size: 49 MB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 8 - Forks: 0

tam-ng/Drought_Forecasting_TimeSeries

Identified the most appropriate Time-Series method to forecast drought in African countries, acting as a critical early warning for drought managements

Language: R - Size: 21.1 MB - Last synced at: 1 day ago - Pushed at: about 5 years ago - Stars: 4 - Forks: 2

VivekSagarSingh/Wine-Sales-Forecasting-for-ABC-Estate-Wines

Time series forecasting using ML forecasting models

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IsmaelMekene/Time-series-forecasting

This repository is aiming to Time Series Forecast over a given dataset. The goal of the exercise is to find the most appropriate model and make some predictions.

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Honey28Git/Time-Series-Forecasting

Forecasting Wine Sales of Two Different types of Wine. After thorough Data Analysis, different models have been used and tested such as Exponential Smoothing Models, Regression, Naive Forecast, Simple Average, Moving Average. Stationarity of the data is checked. Automated Version of ARIMA/SARIMA Model built. Comparison of Models.

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KratikMehta/Forecasting-Wine-Sales-for-ABC-Estate-Wines-company

Language: Jupyter Notebook - Size: 7.38 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

SanyaGoyal/Time-Series-Modelling

Building Time Series Exponential Smoothing models to forecast temperature and ARIMA model to forecast weekly sales for a retail store.

Language: R - Size: 10.7 KB - Last synced at: over 1 year ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 1