This is the repository to build everything from scratch to fully understand the basic idea or structure behind all those interesting topics in various deep learning fields.
To better understand the beauty of the model structures, the same model may be implemented in different methods.
After creating and activating a virtual environment, users can install the required packages by running the following command (assuming users have already installed python and pip):
pip install -r requirements.txtThis repository requires Python 3.12 or later and PyTorch 2.2.1 or later with CUDA. To install PyTorch with CUDA, please refer to the official website: https://pytorch.org/ or
pip install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118