Herbal.in
2022
About This Project
Rainfall Prediction with LSTM + Attention
This project explores the use of LSTM (Long Short-Term Memory) and LSTM with an Attention Layer to predict daily rainfall rates in Batam City. The primary goal is to assess the performance difference between the two models when the Attention Layer is implemented. The study leverages the BMKG DataOnline climate dataset and aims to improve prediction accuracy, especially in the context of dynamic and extreme weather changes.
- Python
- Jupyter
- TensorFlow
- Keras
- Scikit-learn
- Flask
#PeduliCOVID-19
Peduli COVID-19 is a website that contains information about COVID-19 (Corona Virus Disease 2019) global pandemic. Starting from the history of pandemics in the world, health information, health protocols to avoid the COVID-19 virus, preparations for the new normal and what people can do to stop the spread of the COVID-19 virus. This website is also responsive and can be accessed from desktop or android.
- HTML
- CSS
- JavaScript
Bring Back The Nature
Simple survival 3D game made with Unity and C#. This game was a project of Computer Graphics subject at college when at 4th semester back in 2022 as a final project. The game has a simple mechanic for the player to collect 5 seeds to open the portal in the middle of the corrupted island with a lot of obstacles, then win after goes to the portal.
- Unity
- C# (C-Sharp)