aasess / expensetracker

Django project with JS for CRUD transaction and finally analysis and prediction is done using Linear regression for predicting future 10 days balance

Quick Start

1.Clone repo like this:

git clone https://github.com/Aasess/ExpenseTracker.git

2.Create a virtualenv in cmd

python3 -m venv virtualenv

3.Activate virtualenv in cmd

virtualenv\Scripts\activate.bat

4.Install packages from requirements.txt file

pip install -r /path/to/requirements.txt

5.Change your TimeZone from settings.py(updated)

MyTimeZone is:

TIME_ZONE = 'Asia/Kathmandu'

6.Run migrations as:

python manage.py makemigrations
python manage.py migrate

7.Start the development:

python manage.py runserver

8.visit http://127.0.0.1:8000/

features

Add new transaction

Edit transaction

Delete transaction

Read transaction

View graphical representation of current month income and expense using Bokeh

Prediction of next 10 days balance(income-expense) using LinearRegression

Demo

from starting to edit transaction

from delete transaction to prediction report

for analysis

There is a notebook dir which contain ipynb file for actual LinearRegression model that is implemented in Django.

Disclaimer

This project is developed for demo purpose and it is not supposed to be used in real application

expensetracker's Issues

Error

Error of unbounded local variable (balance)

Prediction showing only current balance

I ran the app locally and i discovered that in the analysis tab the prediction just shows the current balance