ajschumacher
commented
2 years ago Hey also Factorization Machines are kind of a neat connection between linear regression and matrix factorization and neural net embedding stuff...
Original Factorization Machine paper and their code:
More stuff about it:
- https://www.analyticsvidhya.com/blog/2018/01/factorization-machines/ mentions field-aware fm, and the xlearn package
- http://ethen8181.github.io/machine-learning/recsys/factorization_machine/factorization_machine.html has its own implementation, I think...
Karl has good context https://twitter.com/karlhigley/status/1451206441294041093
is this anything? https://www.google.com/amp/s/amp.reddit.com/r/learnmachinelearning/comments/8dkm3x/linear_regression_vs_matrix_factorization/ “Linear Regression vs Matrix Factorization”