AAI_2025_Capstone_Chronicles_Combined

OpenAI. (2025). ChatGPT (Feb 11 version) [Large language model]. https://chat.openai.com/

Saturn Cloud. (n.d.). How to run Jupyter Notebook on GPUs. https://saturncloud.io/blog/how-to-run-jupyter-notebook-on-gpus/

Fast.ai. (n.d.). MixUp callback. https://docs.fast.ai/callback.mixup.html

PyTorch. (n.d.-a). torch.optim.lr_scheduler.OneCycleLR. https://pytorch.org/docs/stable/generated/torch.optim.lr_scheduler.OneCycleLR.html

PyTorch. (n.d.-b). torch.optim. https://pytorch.org/docs/stable/optim.html

Oughali, F. (2021, August 10). MixUp: Data augmentation. https://feras-oughali.github.io/blog/fastai/mixup/2021/08/10/mixup.html

Siam, S. (n.d.). Implementing ResNet in PyTorch from scratch [Code notebook]. Kaggle. https://www.kaggle.com/code/shakhrulsiam/implementing-resnet-in-pytorch-from-scratch

TensorFlow. (n.d.). TensorBoard. https://www.tensorflow.org/tensorboard

Mandal, S. (2020, February 21). Manifold Mixup: Learning better representations by interpolating hidden states. Medium. https://medium.com/@mandalsouvik/manifold-mixup-learning-better-representations-by-interpolating hidden-states-8a2c949d5b5b

Yosinski, J., Clune, J., Bengio, Y., & Lipson, H. (2014). How transferable are features in deep neural networks? Advances in Neural Information Processing Systems , 27.

302