a quick tutorial of deep learning
-
pytorch_tensor_intro.ipynb Fundamental data type used in PyTorch
-
pytorch_gpu_intro.ipynb Utilization of CPU and GPU
-
pytorch_nn_intro.ipynb Defining a neural network
-
pytorch_optim_intro.ipynb Perform mini-batch training using optimizer
-
pytorch_imagerecog_intro.ipynb Perform mini-batch training for image recognition on MNIST
-
try_espnet.ipynb Run large vocabulary speech recognition using ESPnet with pre-trained neural networks
-
pytorch_rl_intro.ipynb Run a DQN demo using stable baseline3