---
language: en
tags:
- forecasting
- financial
- stock-prediction
- cryptocurrency
- machine-learning
- time-series
---

# FinTech Forecasting Models

This repository contains trained machine learning models for financial forecasting.

## Models Included

- **Traditional Models**: Moving Average (MA), ARIMA, VAR
- **Neural Networks**: GRU, LSTM

## Usage

These models can be used for:
- Stock price forecasting
- Cryptocurrency price prediction
- Financial time series analysis

## Files Uploaded

- AAPL_NASDAQ_model_info.json
- BTC_USD_CRYPTO_model_info.json
- gru_AAPL_NASDAQ.h5
- gru_AAPL_NASDAQ_config.json
- gru_BTC_USD_CRYPTO.h5
- gru_BTC_USD_CRYPTO_config.json
- gru_IBM_NYSE.h5
- gru_IBM_NYSE_config.json
- IBM_NYSE_model_info.json
- lstm_AAPL_NASDAQ.h5
- lstm_AAPL_NASDAQ_config.json
- lstm_BTC_USD_CRYPTO.h5
- lstm_BTC_USD_CRYPTO_config.json
- lstm_IBM_NYSE.h5
- lstm_IBM_NYSE_config.json

## Performance

Models were trained on historical financial data and evaluated using RMSE, MAE metrics.

## Training Data

- AAPL NASDAQ
- BTC USD CRYPTO  
- IBM NYSE

---
*Uploaded as part of university NLP/FinTech assignment*