EZE IFEANYIezzescience.hashnode.net·Jan 30, 2023Python in English: Simple Optimization 2In my previous article, we discussed about rice, beans, meat and a little bit about the linear programming module of the Scipy optimize library (❁´◡`❁). It was a good introduction to the concept of optimization and was shown with an everyday scenario...2 likes·40 readsPython
David Chongdavidcjw.hashnode.net·Jun 19, 2022Why We Use Sparse Matrices for Recommender SystemsIn recommender systems, we typically work with very sparse matrices as the item universe is very large while a single user typically interacts with a very small subset of the item universe. Take YouTube for example — a user typically watches hundreds...34 readsMachine Learning
Nikhil Raonrao57.hashnode.net·Aug 7, 2022Maximize Profit with Scipy OptimizeThe problem is a classic product mix-problem, where the objective is to maximize profit given some production and ingredients constraints, in this case it is a coffee shop with three coffee types. x0 -> Regular x1 -> Latte x2 -> Mocha Constraints: x0...100 readsPython
EZE IFEANYIezzescience.hashnode.net·Jan 30, 2023Python in English: Simple Optimization 2In my previous article, we discussed about rice, beans, meat and a little bit about the linear programming module of the Scipy optimize library (❁´◡`❁). It was a good introduction to the concept of optimization and was shown with an everyday scenario...2 likes·40 readsPython
Nikhil Raonrao57.hashnode.net·Aug 7, 2022Maximize Profit with Scipy OptimizeThe problem is a classic product mix-problem, where the objective is to maximize profit given some production and ingredients constraints, in this case it is a coffee shop with three coffee types. x0 -> Regular x1 -> Latte x2 -> Mocha Constraints: x0...100 readsPython
David Chongdavidcjw.hashnode.net·Jun 19, 2022Why We Use Sparse Matrices for Recommender SystemsIn recommender systems, we typically work with very sparse matrices as the item universe is very large while a single user typically interacts with a very small subset of the item universe. Take YouTube for example — a user typically watches hundreds...34 readsMachine Learning
