# fadilafgani/prediksi-ihsg-menggunakan-algoritma-lstm architecture

> Architecture diagram of the GitHub repository fadilafgani/prediksi-ihsg-menggunakan-algoritma-lstm, generated by GitDiagram from its file tree, README and a sample of source files (last updated 2026-09-28). It is an AI-made overview: check details against the source.

- Interactive diagram: https://gitdiagram.com/fadilafgani/prediksi-ihsg-menggunakan-algoritma-lstm
- Repository: https://github.com/fadilafgani/prediksi-ihsg-menggunakan-algoritma-lstm

## Overview

This repository is a small IHSG time-series prediction project. Its documented workflow uses JKSE data from Yahoo Finance and an LSTM model to predict IHSG. The only implementation file is a notebook; without source excerpts, the notebook’s internal stages and exact data flow cannot be verified.

Main entry points: [`Prediksi IHSG Menggunakan Algoritma LSTM.ipynb`](https://github.com/fadilafgani/prediksi-ihsg-menggunakan-algoritma-lstm/blob/main/Prediksi%20IHSG%20Menggunakan%20Algoritma%20LSTM.ipynb) (LSTM prediction notebook)

## Diagram (Mermaid)

```mermaid
flowchart TD

node_yahoo_finance["Yahoo Finance"]
node_prediction_notebook["LSTM prediction notebook"]
node_ihsg_prediction["IHSG prediction"]

node_yahoo_finance -->|"provides JKSE data"| node_prediction_notebook
node_prediction_notebook -->|"predicts with LSTM"| node_ihsg_prediction

click node_prediction_notebook "https://github.com/fadilafgani/prediksi-ihsg-menggunakan-algoritma-lstm/blob/main/Prediksi%20IHSG%20Menggunakan%20Algoritma%20LSTM.ipynb"

classDef toneNeutral fill:#f8fafc,stroke:#334155,stroke-width:1.5px,color:#0f172a
classDef toneBlue fill:#dbeafe,stroke:#2563eb,stroke-width:1.5px,color:#172554
classDef toneAmber fill:#fef3c7,stroke:#d97706,stroke-width:1.5px,color:#78350f
classDef toneMint fill:#dcfce7,stroke:#16a34a,stroke-width:1.5px,color:#14532d
classDef toneRose fill:#ffe4e6,stroke:#e11d48,stroke-width:1.5px,color:#881337
classDef toneIndigo fill:#e0e7ff,stroke:#4f46e5,stroke-width:1.5px,color:#312e81
classDef toneTeal fill:#ccfbf1,stroke:#0f766e,stroke-width:1.5px,color:#134e4a
class node_yahoo_finance,node_ihsg_prediction toneIndigo
class node_prediction_notebook toneTeal
```

## Components

### Other components

- **Yahoo Finance**
- [LSTM prediction notebook](https://github.com/fadilafgani/prediksi-ihsg-menggunakan-algoritma-lstm/blob/main/Prediksi%20IHSG%20Menggunakan%20Algoritma%20LSTM.ipynb): `Prediksi IHSG Menggunakan Algoritma LSTM.ipynb`
- **IHSG prediction**

## Connections

- Yahoo Finance → LSTM prediction notebook: provides JKSE data
- LSTM prediction notebook → IHSG prediction: predicts with LSTM