https://github.com/mutaharshaik/bigmart_salesanalysis-and-prediction-
https://github.com/mutaharshaik/bigmart_salesanalysis-and-prediction-
Last synced: about 2 months ago
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- Host: GitHub
- URL: https://github.com/mutaharshaik/bigmart_salesanalysis-and-prediction-
- Owner: MutaharShaik
- Created: 2024-03-10T02:29:45.000Z (about 1 year ago)
- Default Branch: main
- Last Pushed: 2024-03-10T02:35:56.000Z (about 1 year ago)
- Last Synced: 2025-02-08T09:14:54.990Z (4 months ago)
- Language: Jupyter Notebook
- Size: 1.16 MB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
# BigMart_SalesAnalysis-and-Prediction
# README #
### What is this repository for? ###
* Quick summary
This paper analyses the Big Mart Sales Prediction, in an effort to create an effective sales predictor that can be used for business decision-making purposes
* Problem Statement
The aim is to build a predictive model and find out the sales of each product at a particular store.
* Using this model, BigMart will try to understand the properties of products and stores which play a key role in increasing sales
### How do I get set up? ###
# How to run
1. pip install requirements.txt: `pip install -r requirements.txt`
2. run `python sales_prediction.py` with arguments found in Command Line Arguments section below.
Example:
```
python sales_prediction.py \
--input_Test=resources/Test.csv \
--input_Train=resources/Train.csv \
--output=output/Lasso Regressor.csv\
--output=output/Linear Regression.csv\
--output=output/Random Forest Regressor.csv
```
## Command line arguments
1. `--input_Test`: The input Oyster LinkIndex file . Must be a full path to a tsv file. For example, `--input_OysterLinkIndex=/Users/mohammedmutaharshaik/Desktop/UALR /Courses+Assignments/3 rd semester /ML/ML Main projects /resources/Test.csv`.
2. `--input_Train`: The input DWM LinkIndex file. Must be a full path to a csv file. For example, `--input_DWMLinkIndex=/Users/mohammedmutaharshaik/Desktop/UALR /Courses+Assignments/3 rd semester /ML/ML Main projects /resources/Train.csv`.
3. `--output`: The output file. Must be a full path to a csv file. For example, `--output=/Users/mohammedmutaharshaik/Desktop/UALR /Courses+Assignments/3 rd semester /ML/ML Main projects /Output`
### Contribution guidelines ###
* Writing tests
* Code review
* Other guidelines
### Who do I talk to? ###
* Repo owner or admin
* Other community or team contact