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271
Program
Machine Learning in Physics School/WorkshopDate: 9th~12 th, July, 2019
Place: Lecture Room A of NCTS, 4F, General Building III, NTHU
| Time | 9/9 | 9/10 | 9/11 | 9/12 |
| 09:00~09:30 | Registration | Registration | Registration | Registration |
| 09:30~10:30 | Hitchhiker's guide to deep learning (Lei Wang) |
Tensor networks for learning (Pan Zhang) |
Application of deep learning in statistical and quantum physics (Lei Wang) | Workshop Talks |
| 10:30~11:00 | Coffee break | Coffee break | Coffee break | Coffee break |
| 11:00~12:30 | Tensor networks for large scale representation (Pan Zhang) |
Model selection in Deep Learning (Yen-Lung Tsai) |
Tensor networks for generative modeling (Pan Zhang) | Workshop Talks |
| 12:30~14:00 | Lunch break | Lunch break | Lunch break | Lunch break |
| 14:00~15:30 | System preparation /Installation |
Differentiable programming (Lei Wang) |
Tutorial | Workshop Talks |
| 15:30~16:00 | Tutorial Intro to Python, Numpy, Jupyter notebook (Yen-Lung Tsai) |
Coffee break | Coffee break | Coffee break |
| 16:00~17:30 | Tutorial | Hackathon presentation | Workshop Talks | |
| 18:00~19:00 | Reception | Hackathon |
