sedgrad

About:

• Created May 2025.
• Coded in Python.
• inspired by: https://github.com/karpathy/micrograd/tree/master

Features:

• Implements: Scalar-based reverse-mode autodiff
• A simple neural network (MLP) from scratch
• Optimizers: SGD, Adam (in progress)
• Visualization: Graph of computations
• No dependencies: Pure Python + math

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Version 1.0 Summer 2025