metadata
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