Deep Learning 11: Energy-Based Learning (1)–What is EBL?

As a part of our goals, it is absolutely important to look back and think about the loss functions we applied, for example, the cross entropy. There are other types, however, targeting on different practical problems and you will need to think about which one is suitable. Besides, the Energy-Based Models (EBMs) provides more. These are learning notes from A Tutorial on Energy-Based Learning. Continue reading “Deep Learning 11: Energy-Based Learning (1)–What is EBL?”

TensorFlow 05: Understanding Basic Usage

Until recently, I realized I missed some basics about TF. I went directly to the MNIST when I learned. Also, I asked few people if they have some nice tutorials for TF or for DL. Well, it is not like other modules, where you can easily find good ones like Andrew’s ML. But I did find something (in the reference section), I did not go through every one. For those who are interested, have a check by yourself. Or you might happy with sharing your recommends.
Continue reading “TensorFlow 05: Understanding Basic Usage”