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---
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*
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