umamas09/fintech-forecasting-models

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

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Uploaded as part of university NLP/FinTech assignment