https://github.com/navarasu/brand_prediction

https://github.com/navarasu/brand_prediction

Last synced: 4 months ago
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• Host: GitHub
• URL: https://github.com/navarasu/brand_prediction
• Owner: navarasu
• Created: 2019-10-13T20:28:44.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2022-09-30T20:12:10.000Z (over 3 years ago)
• Last Synced: 2025-04-14T23:42:48.331Z (about 1 year ago)
• Language: Python
• Size: 485 KB
• Stars: 2
• Watchers: 1
• Forks: 2
• Open Issues: 3
• Metadata Files:
  • Readme: README.md

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README

          
# Prediction Service

Machine Learning model training and prediction api for brand prediction.

## Train Model

### Set Up Project

```sh

virtualenv venv

source venv/bin/activate

pip install -r requirements.txt

```

### Train and Deploy models to S3

```sh

python src/model/train.py

```

## Deploy Predicton Api

### Set Up Serverless

```sh

npm install -g serverless

npm i -D serverless-dotenv-plugin

sls plugin install -n serverless-python-requirements

```

### Deploy prediction Api to AWS lambda

```sh

sls deploy

```