GitHub - adabghi/Optimization-for-Data-Science: Optimization for Data Science course

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Optimization for Data Science course - MSC DataScience

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Name		Name	Last commit message	Last commit date
Latest commit History 10 Commits
Lab 1 - First order methods on regression models.ipynb		Lab 1 - First order methods on regression models.ipynb
Lab 2 - Logistic and linear regression with deterministic and stochastic first order methods.ipynb		Lab 2 - Logistic and linear regression with deterministic and stochastic first order methods.ipynb
Lab 3 - Proximal, cyclic and greedy coordinate descent.ipynb		Lab 3 - Proximal, cyclic and greedy coordinate descent.ipynb
Lab 4 - Quasi-Newton methods.ipynb		Lab 4 - Quasi-Newton methods.ipynb
Project - Optimization strategies for the proportional odds model.ipynb		Project - Optimization strategies for the proportional odds model.ipynb