Enhance SAG.md with detailed SAG method explanations#307
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Expanded the SAG method section with detailed explanations of its motivation, implementation, and convergence properties. Added a summary table comparing SAG with GD and SGD, along with notable facts and implementation notes.
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Expanded the SAG method section with detailed explanations of its motivation, implementation, and convergence properties. Added a summary table comparing SAG with GD and SGD, along with notable facts and implementation notes.