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1. PINN-PE PINN-PE Public

   Implementation of physically informed neural network (PINN) to numerically solve the primitive equations (PE). Numerical component of Hu, R., Lin, Q., Raydan, A. et al. Higher-order error estimates…

   Python 2 1

2. PosterGAN PosterGAN Public

   Conditional GAN for generating movie posters given a movie genre. Implemented using PyTorch.

   Jupyter Notebook 1

3. DGM DGM Public

   Implementation of Deep Galerkin Method (DGM) for solving PDEs.

   Jupyter Notebook 1

4. Easy21 Easy21 Public

   Simple implementation of tabular Q-learning to find the optimal policy for David Silver's Easy21 game.

   Jupyter Notebook

5. MF_RL MF_RL Public

   Python

6. Pytorch-Seminar Pytorch-Seminar Public

   Jupyter notebooks from my PyTorch seminar lectures at UCSB

   Jupyter Notebook