umamas09/fintech-forecasting-models

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

• —AAPLNASDAQmodel_info.json
• —BTCUSDCRYPTOmodelinfo.json
• —gruAAPLNASDAQ.h5
• —gruAAPLNASDAQ_config.json
• —gruBTCUSD_CRYPTO.h5
• —gruBTCUSDCRYPTOconfig.json
• —gruIBMNYSE.h5
• —gruIBMNYSE_config.json
• —IBMNYSEmodel_info.json
• —lstmAAPLNASDAQ.h5
• —lstmAAPLNASDAQ_config.json
• —lstmBTCUSD_CRYPTO.h5
• —lstmBTCUSDCRYPTOconfig.json
• —lstmIBMNYSE.h5
• —lstmIBMNYSE_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