Task Completion Time Estimator API

This project was created to accomodate Project Management System on predicting time needed to complete a specific task based on number of people and task type.

This project was built using Flask as the API server. The model used in this application was a model I trained using historical data and Linear Regression algorithm.

Steps to run this application:

1. Click on <> Code button
2. Copy the HTTPS/SSH repository link
3. Run git clone command on your terminal.
4. Create virtual environment by using python -m venv ./env
5. Install the necessary dependencies with pip install -r requirements.txt
6. Run the API server with python run.py

Project Management System repository: Click here

---

API Documentation

POST

Request
{
  "task_type" : 1, // Integer, Required
  "number_of_peoples": 1 // Integer, Required
}

Response
{
  "prediction": 100 // Float (Time estimated in minutes)
}