batusonmez / bangkit-financify

Capstone Project from G30SCAM called Financify

Financify

Description

Capstone Project from G30SCAM called Financify Welcome to the Financify repository! This repository contains an efficient machine learning model that has been trained to perform the task of predicting inflation rate by their respective City in Indonesia.

The main goal of this project is to assist in the automated prediction of inflation into specific years or months. By leveraging machine learning techniques, we aim to contribute to Education, Learning, and Personal Development efforts.

Team

Learning Path	Name	ID Bangkit	University
Machine Learning	Ahmad Rizgifan Fauzhy	M179BSY1349	Universitas Ahmad Dahlan
Machine Learning	Faris Zaidan Nafis	M008BSY0432	University of Gadjah Mada
Machine Learning	T.M. Fathin Rifat	M008BSY0920	University of Gadjah Mada
Cloud Computing	Mochammad Shandy Ferdiansyach	C008BSY3771	University of Gadjah Mada
Cloud Computing	Herdian Aji Laksana	C159BSY3680	Universitas Teknologi Digital Indonesia
Mobile Development	Lalu Bagoes Putra Ramadhan	A179BSY2343	Universitas Ahmad Dahlan
Mobile Development	Charlos Matio Simanjuntak	A172BSY2841	Universtas Mikroskil

Dataset

We used a custom inflation dataset for training the model. This dataset is available for download from the following link: Custom Inflastion Dataset. The Dataset contains samples of different inflation rate in Indonesia for each month or years allowing our model to effectively predict inflation rates.

The Predicted inflation rate are categorized into:

1. By Month
2. By Year (2000-2022)

Pre-Requisites

Before using this prediction model, please make sure you have the following prerequisites beforehand:

1. Python: You need to Python installed, preferably version 3.8 or later.

2. Python Packages: The necessary Python packages for running the model are listed in the requirements.txt file. You can install these packages using pip as shown below.

Installation

To get started with the Financify ML Prediction Model, follow these steps:

1. Clone this repository to your local device using git:

   git clone https://github.com/Financify-Prediction/financify-ml-rediction-model.git
   

2. Change your current directory to the repository:

   cd financify-ml-Prediction-model
   

3. Create and activate a virtual environment:

   python3 -m venv env
   source env/bin/activate
   

4. Install the required Python packages from the requirements.txt file:

   pip install -r requirements.txt
   

Install the Application

1. Download the APK here
2. Provide permissions to perform installation applications from outside parties.
3. Install the application by pressing the install button that appears.

Closing Statement

With these steps completed, you should be all set to use the Financify ML Prediction Model for Inflation Prediction tasks. If you have any questions or encounter issues, feel free to reach us out for assistance.

Happy Predicting! 📊📈#PredictYourFuture