The trend of neural networks has been attracted a huge community of researchers and practitioners. However, not all of the upfront runners are masters of deep learning and the colorful frameworks could be confusing, especially for the newcomers. In this presentation, I demystified the mystery of the leading frameworks of deep learning and provided a guideline on how to choose the most suitable option.