DSOML

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Obj. :

Implement the SDCA algorithm to estimate support Vector Machines. Test the algorithm on databases of your choice and compare it with a subgradient descent.

Before starting :

• the notebooks contain both codes and interpretations.
• data files which are used for the benchmarks are stored in the data folder.

Project by Samy BOUCHNAIF & Duc-Vinh TRAN