Store Sales Time Series Forecast

[Vansh912]

Deep Learning Simplified Repository (Proposing new issue)

🔴 Store sales time series forecast :

🔴 sales forecast time series problem :

🔴 https://www.kaggle.com/competitions/store-sales-time-series-forecasting/overview :

🔴 sales forecast using arima/RNN model : Try to use 3-4 algorithms to implement the models and compare all the algorithms to find out the best fitted algorithm for the model by checking the accuracy scores. Also do not forget to do a exploratory data analysis before creating any model.

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📍 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.

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🔴🟡 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.

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✅ To be Mentioned while taking the issue :

• Full name :
• GitHub Profile Link :
• Email ID :
• Participant ID (if applicable):
• Approach for this Project :
• What is your participant role? (Mention the Open Source program)

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Happy Contributing 🚀

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

[abhisheks008]

What are the deep learning methods you are going to use here for solving the issue?
@Vansh912

[Vansh912]

simple RNN model and arima time series model for comparision

[abhisheks008]

You have to implement 2-3 models, are you comfortable with that?

[Vansh912]

yeah i can search for different models that are suitable for this problem

[abhisheks008]

Cool. Start working on this issue. Assigned to you @Vansh912

[Vansh912]

ok sir

[aindree-2005]

Full name : Aindree Chatterjee
GitHub Profile Link : aindree-2005
Email ID : [email protected]
Participant ID (if applicable):
Approach for this Project :Using RNNs
What is your participant role? (Mention the Open Source program) CodePeak 2023
@abhisheks008 can I work on this?

[abhisheks008]

Issue assigned to you @aindree-2005