Code repository for Deep learning-based predictions of gene perturbation effects do not yet outperform simple linear baselines This repository contains the code to reproduce our analysis from Deep ...

Dr. James McCaffrey presents a complete end-to-end demonstration of the kernel ridge regression technique to predict a single ...

As a baseline example, we demonstrate that a linear regression model is ineffective at predicting velocities accurately beyond localized regions. In comparison, a relatively simple neural network (NN) ...

Regression models All regression models implemented in the package are shown in Table 1, in addition to functions and descriptions, as well as applications in articles in the field of agricultural ...

Clients upload a compressed local model using a “key” shared with the server to formulate the server aggregation in the FL as linear regression. Therefore, the parameters of the global model are ...

India's government spends 1.5 percent of its annual GDP on public healthcare, which is significantly less than that of other countries. Global public health spending, on the other hand, has almost ...