AI research papers replication with Pytorch — Part 1
Some great resources to learn AI research papers replication with Pytorch and understanding object-oriented programming (OOPs) style of pytorch.
- OOPs concepts for Pytorch (by Purdue University)
- Pytorch — Youtube Series by deeplizard
- AI Research Papers Replication — Annotated Notebooks & Youtube Videos
Sharing the links below:
https://nn.labml.ai/transformers/mha.html
https://engineering.purdue.edu/DeepLearn/pdf-kak/PythonOO.pdf
https://www.learnpytorch.io/08_pytorch_paper_replicating/#exercises
https://github.com/mrdbourke/pytorch-deep-learning/blob/main/08_pytorch_paper_replicating.ipynb
https://github.com/mrdbourke/pytorch-deep-learning/blob/main/video_notebooks/08_pytorch_paper_replicating_video.ipynb
https://github.com/mrdbourke/pytorch-deep-learning/blob/main/slides/08_pytorch_paper_replicating.pdf
https://www.youtube.com/watch?v=tjpW_BY8y3g
https://www.youtube.com/watch?v=Vmqy3VP6DFk&t=939s
https://www.youtube.com/watch?v=DkNIBBBvcPs
https://www.youtube.com/watch?v=c1lqOpFCJkw
https://www.youtube.com/watch?v=wHo4N3njxDY
https://www.youtube.com/watch?v=zp8clK9yCro
https://www.youtube.com/watch?v=P8U1VL93jzA