Mathematics of Deep Learning

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  • Jun 28, 2023 HuggingFace Deep RL Course Notes - Unit 2 (Work in Progress)
  • Jun 27, 2023 Applications of Lie Groups to Neural Networks - Part 2
    > “...different choices of local coordinate charts can satisfy the definition of a manifold. This is a key property of manifolds and is fundamental to their study in differential geometry and related fields.
  • Jun 27, 2023 HuggingFace Deep RL Course Notes - Unit 1
  • Jun 15, 2023 Applications of Lie Groups to Neural Networks - Part 1
    > “...we are working towards understanding smooth manifolds as a means to move away from defining transformations applied on objects in terms of local coordinates.
  • Jun 15, 2023 DIY LLM Fine-Tuning: A Step-by-Step Guide
  • Mathematics of Deep Learning
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