Stochastic Gradient Descent Python Packages

xcsf

XCSF learning classifier system: rule-based online evolutionary machine learning

pyrddlgym-jax

JAX compilation of RDDL description files, and a differentiable planner in JAX.

pydtnn

PyDTNN - Python Distributed Training of Neural Networks

adas

Exploiting Explainable Metrics for Augmented SGD [CVPR2022]

algosto

A Python package that includes various stochastic algorithms.

rmsgd

Exploiting Explainable Metrics for Augmented SGD [CVPR2022]

smb-optimizer

Stochastic gradient descent with model building

recursive-sgd

A proof of concept of a recursion doing stochastic gradient descent for a simple neural network. Done in Python3 with numpy

effctr

Implementation of algorithms for click through rate predictions utilising sparsity.