Chainrules Articles

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8/17/2024 • EN

MicroGrad.jl: Part 4 Extensions

Extends a Julia automatic differentiation library (MicroGrad.jl) to handle map, getfield, and anonymous functions, enabling gradient descent for polynomial fitting.

Automatic Differentiation Chainrules Gradient Descent julia Zygote

Lior Sinai

7/27/2024 • EN

MicroGrad.jl: Part 1 ChainRules

An introduction to building a minimal automatic differentiation package in Julia, focusing on explicit chain rules and the Julia AD ecosystem.

Automatic Differentiation Backpropagation Chainrules julia Machine Learning

Lior Sinai

Chainrules Articles

MicroGrad.jl: Part 4 Extensions

MicroGrad.jl: Part 1 ChainRules

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