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Possible future topics #1

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2 of 17 tasks
jack89roberts opened this issue Sep 22, 2022 · 0 comments
Open
2 of 17 tasks

Possible future topics #1

jack89roberts opened this issue Sep 22, 2022 · 0 comments

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@jack89roberts
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jack89roberts commented Sep 22, 2022 •
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  • Back propagation
  • ReLU
  • Adam
  • pytorch (properly)
  • Regularisation
  • Transfer learning
  • CNNs
  • Transformers
  • Workflow (project structure, experiment tracking etc.)
  • GPUs / HPC / VMs etc.
  • Auto differentiation
  • Augmentation
  • Data loaders/types/sets
  • Transforrmers
  • Diffusion models
  • Recommender systems? (e.g. content-based filtering)
  • Deep RL
@jack89roberts jack89roberts changed the title Planned topics Possible future topics Sep 23, 2022
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