Project Description

This repository containes various deep learning projects from my CS474 course at BYU. All projects made use of PyTorch. Some notable projects are

4: Cancer Detection UNet: I created a UNET by hand to determine which pixels in an medical image refer to cancerous cells
7: Style Transfer: I used a neural network to artifically create images with the syle of one image and content of another
8: Self Attention: I created a transformer by hand
9: Transfer Learning: I started with a pre-trained ResNet-152 classify bird species
10: Diffusion: I used a diffusion model to artifically generate images of hand-written digits
11: DeepRL: I built a DQN and PPO RL algorithm

Name		Name	Last commit message	Last commit date
Latest commit History 3 Commits
10_Diffusion.ipynb		10_Diffusion.ipynb
11_DeepRL.ipynb		11_DeepRL.ipynb
1_PytorchIntro.ipynb		1_PytorchIntro.ipynb
2_ModulesTraining.ipynb		2_ModulesTraining.ipynb
3_CrossEntropyConvnets.ipynb		3_CrossEntropyConvnets.ipynb
4_CancerDetectionUnet.ipynb		4_CancerDetectionUnet.ipynb
5_Generalization.ipynb		5_Generalization.ipynb
6_Regularization.ipynb		6_Regularization.ipynb
7_StyleTransfer.ipynb		7_StyleTransfer.ipynb
8_SelfAttention.ipynb		8_SelfAttention.ipynb
9_TransferLearning.ipynb		9_TransferLearning.ipynb
README.md		README.md

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