Stanford CS221: Convex optimization solvers with leveraging into GPU/CPU power for AI/ML

Links

[1] Poster. Link to PDF. Convex optimization solvers with leveraging into GPU/CPU

[2] Final. Link to PDF. Convex optimization solvers with leveraging into GPU/CPU

[3] Project repository

List of all project in CS221,2018

[4] https://web.stanford.edu/class/cs221/project-list.html?fbclid=IwAR2TX01wyWbcRWwiUvGBL4bk8UdCUYR5AEQzjp3mQApsKYmVqQmcNpt9oh4

Extra experiments with Lasso regression

[5] After completion work on project I try apply solution to solve SkLearn

https://scikit-learn.org/stable/modules/generated/sklearn.linear_model.Lasso.html), when Penalty is embedded into objective.