A collection of various gradient descent algorithms implemented in Python from scratch
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Updated
Feb 28, 2023 - Python
A collection of various gradient descent algorithms implemented in Python from scratch
This library provides a set of functionalities for different type of deep learning (and ML) algorithms in C
Accelerated Gradient Methods: Momentum, Nesterov, and When Theory Misbehaves
Code & Simulink models for “Analysis of gradient descent algorithms: Discrete to continuous domains and circuit equivalents” (SCL, 2025)
CN^2 — Checkpointed Newton-Nesterov: stage-wise switching between Nesterov AGD and damped Newton for nonconvex optimization
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