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Getting Started with Automatic Differentiation

Getting Started with Automatic Differentiation

PyCon US via YouTube Direct link

Intro

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Intro

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Getting Started with Automatic Differentiation

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  1. 1 Intro
  2. 2 WRITING A NUMERIC PROGRAM
  3. 3 RATE OF CHANGE AS A SLOPE
  4. 4 AUTOMATIC DIFFERENTIATION IN PYTHON
  5. 5 PLOTTING DERIVATIVES
  6. 6 EDGES IN IMAGES
  7. 7 OPTIMIZATION WITH JAX
  8. 8 GRADIENT DESCENT

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