pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行
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Jul 25, 2024 - Jupyter Notebook
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pytorch-tutorials
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A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
python nlp data-science machine-learning natural-language-processing awesome facebook computer-vision deep-learning neural-network cv tutorials pytorch awesome-list utility-library probabilistic-programming papers nlp-library pytorch-tutorials pytorch-model
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Feb 1, 2024
PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)
deep-learning jupyter-notebook nn pytorch autograd caption gan image-classification tensorboard tensor neural-style visdom pytorch-tutorials pytorch-tutorials-cn charrnn neuraltalk
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Dec 24, 2023 - Jupyter Notebook
Build your neural network easy and fast, 莫烦Python中文教学
python machine-learning tutorial reinforcement-learning neural-network regression cnn pytorch batch dropout generative-adversarial-network gan batch-normalization dqn classification rnn autoencoder pytorch-tutorial pytorch-tutorials
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Mar 23, 2023 - Jupyter Notebook
A resource for learning about Machine learning & Deep Learning
machine-learning machine-learning-algorithms pytorch tensorflow-tutorials tensorflow-examples pytorch-tutorial pytorch-tutorials pytorch-gan pytorch-examples pytorch-implementation tensorflow2
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Aug 17, 2024 - Python
A course in reinforcement learning in the wild
reinforcement-learning deep-learning course-materials mooc tensorflow keras deep-reinforcement-learning pytorch hacktoberfest git-course pytorch-tutorials
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Jul 17, 2025 - Jupyter Notebook
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
tutorial pytorch transformer lstm gru rnn seq2seq attention neural-machine-translation sequence-to-sequence encoder-decoder pytorch-tutorial pytorch-tutorials encoder-decoder-model pytorch-implmention pytorch-nlp torchtext pytorch-implementation pytorch-seq2seq cnn-seq2seq
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Jan 20, 2024 - Jupyter Notebook
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
nlp natural-language-processing tutorial sentiment-analysis word-embeddings transformers cnn pytorch recurrent-neural-networks lstm rnn fasttext bert sentiment-classification pytorch-tutorial pytorch-tutorials cnn-text-classification lstm-sentiment-analysis pytorch-nlp torchtext
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Mar 27, 2024 - Jupyter Notebook
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
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Nov 22, 2022 - Python
Awesome-pytorch-list 翻译工作进行中......
python nlp machine-learning facebook computer-vision deep-learning neural-network cv tutorials pytorch utility-library probabilistic-programming papers nlp-library pytorch-tutorials pytorch-models data-sicence awsome-pytorch-list cnversion
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Jul 26, 2021 - Jupyter Notebook
In-depth tutorials for implementing deep learning models on your own with PyTorch.
pytorch deep-learning-tutorial neural-network-tutorials pytorch-tutorial pytorch-tutorials learning-pytorch
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Dec 9, 2023
PyTorch tutorials, examples and some books I found 【不定期更新】整理的PyTorch 最新版教程、例子和书籍
python machine-learning slide library deep-learning neural-network numpy python3 pytorch deep-learning-algorithms deeplearning deep-learning-tutorial pytorch-tutorials learning-pytorch pytorch-ppt
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Nov 23, 2020 - Jupyter Notebook
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
tutorial cnn pytorch vgg lenet image-classification resnet alexnet convolutional-networks convolutional-neural-networks convolutional-neural-network pytorch-tutorial pytorch-tutorials pytorch-cnn pytorch-implmention torchvision pytorch-implementation
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Dec 28, 2021 - Jupyter Notebook
Grokking Deep Reinforcement Learning
docker machine-learning reinforcement-learning deep-learning algorithms gpu numpy deep-reinforcement-learning pytorch artificial-intelligence neural-networks nvidia-docker numpy-tutorial pytorch-tutorials
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Feb 4, 2022 - Jupyter Notebook
Pytorch easy-to-follow Capsule Network tutorial
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Oct 4, 2019 - Jupyter Notebook
??机器学习/深度学习/Python/大模型/多模态/LLM/deeplearning/Python/Algorithm interview/NLP Tutorial
python nlp machine-learning deep-learning leetcode tensorflow cv pytorch tensorflow-tutorials leetcode-solutions leetcode-python tensorflow-examples pytorch-tutorial pytorch-tutorials pytorch-nlp llm
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Apr 16, 2025 - Jupyter Notebook
A Variational Autoencoder (VAE) implemented in PyTorch
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Jun 4, 2022 - Python
?????????? ???? ????? ??? ??? ?? ??????. (Translate PyTorch tutorials in Korean????)
translation deep-learning tutorials pytorch restructuredtext korean sphinx-doc hacktoberfest korean-docs pytorch-tutorial pytorch-tutorials
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Aug 4, 2025 - Jupyter Notebook
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
reinforcement-learning pytorch policy-gradient reinforcement-learning-algorithms rl actor-critic pytorch-tutorial pytorch-tutorials pytorch-rl advantage-actor-critic a2c pytorch-implmention pytorch-implementation generalized-advantage-estimation
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Oct 23, 2020 - Jupyter Notebook
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