Pengfei

icon indicating a website link caipengfei.me icon indicating an email [email protected]

icon company MIT icon location Cambridge, MA icon location AI for science, generative models, differentiable simulations.

Results 3 comments of Pengfei

Keras regressor integration issues

Hi, thank you for your reply! Yes I am using KerasRegressor from the scikit-learn wrapper for Keras. In the initialisation of the active learner step with the estimator set as...

Keras regressor integration issues

Ooh, wow thanks a lot for your help! For my regression model, I am trying to implement bayesian optimization with max EI as query strategy for active learning. With what...

Keras regressor integration issues

Hi, thanks a lot for your help previously. I went back and tried using Bayesian optimizer with query strategy of max Expected Improvement based on prediction values and their uncertainties...