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Time Series Model on Counter Strike Market Sale Dataset

Open arpy8 opened this issue 1 year ago • 4 comments

Deep Learning Simplified Repository (Proposing new issue)

:red_circle: Project Title : Time Series Model on Counter Strike Market Sale Dataset :red_circle: Aim : To develop a time series model based on the counter strike market sale dataset :red_circle: Dataset : https://www.kaggle.com/datasets/kieranpoc/counter-strike-market-sale-data :red_circle: Approach : Planning to test 3 time series model on this dataset

  • Auto-Regressive Integrated Moving Average (ARIMA)
  • Seasonal Auto-Regressive Integrated Moving Average (SARIMA)
  • Auto Regressive (AR)

📍 Follow the Guidelines to Contribute in the Project :

  • You need to create a separate folder named as the Project Title.
  • Inside that folder, there will be four main components.
    • Images - To store the required images.
    • Dataset - To store the dataset or, information/source about the dataset.
    • Model - To store the machine learning model you've created using the dataset.
    • requirements.txt - This file will contain the required packages/libraries to run the project in other machines.
  • Inside the Model folder, the README.md file must be filled up properly, with proper visualizations and conclusions.

:red_circle::yellow_circle: Points to Note :

  • The issues will be assigned on a first come first serve basis, 1 Issue == 1 PR.
  • "Issue Title" and "PR Title should be the same. Include issue number along with it.
  • Follow Contributing Guidelines & Code of Conduct before start Contributing.

:white_check_mark: To be Mentioned while taking the issue :

  • Full name : Arpit Sengar
  • GitHub Profile Link : arpy8
  • Email ID : [email protected]
  • Approach for this Project : Planning to test 3 time series model on this dataset
    • Auto-Regressive Integrated Moving Average (ARIMA)
    • Seasonal Auto-Regressive Integrated Moving Average (SARIMA)
    • Auto Regressive (AR)
  • What is your participant role? GSSOC

Happy Contributing 🚀

All the best. Enjoy your open source journey ahead. 😎

arpy8 avatar Jun 07 '24 20:06 arpy8

Thank you for creating this issue! We'll look into it as soon as possible. Your contributions are highly appreciated! 😊

github-actions[bot] avatar Jun 07 '24 20:06 github-actions[bot]

Assigned @arpy8

abhisheks008 avatar Jun 09 '24 04:06 abhisheks008

i also want to work on this project

aygarg02 avatar Aug 11 '24 19:08 aygarg02

Can you please share your approach for this problem statement?

abhisheks008 avatar Sep 14 '24 04:09 abhisheks008