dl-tutorial

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

Name		Name	Last commit message	Last commit date
Latest commit History 92 Commits
.gitignore		.gitignore
LICENSE		LICENSE
README.md		README.md
gpt2_qa.ipynb		gpt2_qa.ipynb
pytorch_diffusion_mnist_scratch.ipynb		pytorch_diffusion_mnist_scratch.ipynb
pytorch_gpt2_codegen.ipynb		pytorch_gpt2_codegen.ipynb
pytorch_gpu_intro.ipynb		pytorch_gpu_intro.ipynb
pytorch_imagerecog_intro.ipynb		pytorch_imagerecog_intro.ipynb
pytorch_llm_apps.ipynb		pytorch_llm_apps.ipynb
pytorch_llm_intro.ipynb		pytorch_llm_intro.ipynb
pytorch_llm_intro_ja.ipynb		pytorch_llm_intro_ja.ipynb
pytorch_nn_intro.ipynb		pytorch_nn_intro.ipynb
pytorch_optim_intro.ipynb		pytorch_optim_intro.ipynb
pytorch_rl_intro.ipynb		pytorch_rl_intro.ipynb
pytorch_tensor_intro.ipynb		pytorch_tensor_intro.ipynb
try_dialogue_system.ipynb		try_dialogue_system.ipynb
try_espnet.ipynb		try_espnet.ipynb

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