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Adding requires_grad flag to Value class #12

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Adding requires_grad flag to Value class #12

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Commits on Dec 18, 2020

  1. ignore .env, egg-info and __pycache__ clutter

    @rhalbersma
    rhalbersma committed Dec 18, 2020
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  2. add numpy, pytest, ipykernel, matplotlib and sklearn dependencies

    @rhalbersma
    rhalbersma committed Dec 18, 2020
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  3. factor out toposort as reversed DFS postorder

    @rhalbersma
    rhalbersma committed Dec 18, 2020
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  4. separate local gradient computation and propagation

    @rhalbersma
    rhalbersma committed Dec 18, 2020
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  5. don't reassign Values

    @rhalbersma
    rhalbersma committed Dec 18, 2020
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  6. use lambda instead of full closure for local gradient computation

    @rhalbersma
    rhalbersma committed Dec 18, 2020
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  7. add graphviz dependency

    @rhalbersma
    rhalbersma committed Dec 18, 2020
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  8. add requires_grad flag to Value class

    @rhalbersma
    rhalbersma committed Dec 18, 2020
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  9. rename _backward to gradient_fn and wrap into lambda taking self as a… 

    …rgument
    @rhalbersma
    rhalbersma committed Dec 18, 2020
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  10. update README, notebooks and svg output

    @rhalbersma
    rhalbersma committed Dec 18, 2020
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