Why is TIMi modeler so fast?


Staff member
We wrote from scratch all linear algebra routines to use the "CPU cache" better than in any other application. All our routines are vectorized and multi-threaded.The "Elastic Net" algorithm included inside TIMi is 100% written from scratch: no sub-standard code here! We have also our own proprietary in-memory compression routines to handle very large learning datasets (like in telecom and retail). for example, we can create extremely accurate models on a learning dataset that is a 2GB text file in a few minutes.