Using deep learning to predict the movement (up, down or none) of the forex market. The demo notebook demonstrates how to predict price fluctuations of the EURUSD pair using a 1D-CNN, achieving a 63% accuracy on the test set.
To install the dependencies you will need python>=3.11.
If you are on windows you can do:
pip install -r requirements-windows.txt (using windows).
Otherwise you can manually install the following packages:
torch torchvision torchaudio numpy pandas matplotlib tqdm scikit-learn pytest ipywidgets jupyterlab plotly