pytorch-tutorials

There are 32 repositories under pytorch-tutorials topic.

zergtant / pytorch-handbook
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
deep-learning machine-learning neural-network pytorch pytorch-handbook pytorch-tutorials
Language:Jupyter Notebook 19679
bharathgs / Awesome-pytorch-list
A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.
pytorch python machine-learning deep-learning tutorials papers awesome awesome-list pytorch-tutorials data-science nlp nlp-library cv computer-vision natural-language-processing facebook probabilistic-programming utility-library neural-network pytorch-model
14998
chenyuntc / pytorch-book
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》)
autograd caption charrnn deep-learning gan image-classification jupyter-notebook neural-style neuraltalk nn pytorch pytorch-tutorials pytorch-tutorials-cn tensor tensorboard visdom
Language:Jupyter Notebook 11764
MorvanZhou / PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
neural-network python pytorch-tutorial batch-normalization cnn rnn autoencoder pytorch regression classification batch tutorial dropout dqn reinforcement-learning gan generative-adversarial-network machine-learning pytorch-tutorials
Language:Jupyter Notebook 7998
aladdinpersson / Machine-Learning-Collection
A resource for learning about Machine learning & Deep Learning
pytorch pytorch-implementation pytorch-tutorial pytorch-gan pytorch-examples tensorflow2 tensorflow-tutorials tensorflow-examples machine-learning machine-learning-algorithms pytorch-tutorials
Language:Python 7074
yandexdataschool / Practical_RL
A course in reinforcement learning in the wild
reinforcement-learning course-materials deep-learning deep-reinforcement-learning git-course mooc tensorflow pytorch pytorch-tutorials keras hacktoberfest
Language:Jupyter Notebook 5762
bentrevett / pytorch-seq2seq
Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.
pytorch seq2seq sequence-to-sequence tutorial rnn gru lstm torchtext pytorch-tutorial pytorch-implmention encoder-decoder encoder-decoder-model neural-machine-translation pytorch-seq2seq attention transformer cnn-seq2seq pytorch-implementation pytorch-tutorials pytorch-nlp
Language:Jupyter Notebook 5179
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
bert cnn cnn-text-classification fasttext lstm lstm-sentiment-analysis natural-language-processing nlp pytorch pytorch-nlp pytorch-tutorial pytorch-tutorials recurrent-neural-networks rnn sentiment-analysis sentiment-classification torchtext transformers tutorial word-embeddings
Language:Jupyter Notebook 4255
aaron-xichen / pytorch-playground
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
pytorch-tutorial pytorch-tutorials pytorch quantization
Language:Python 2562
xavier-zy / Awesome-pytorch-list-CNVersion
Awesome-pytorch-list 翻译工作进行中......
pytorch python machine-learning deep-learning tutorials papers pytorch-tutorials data-sicence nlp nlp-library cv computer-vision facebook probabilistic-programming utility-library neural-network pytorch-models awsome-pytorch-list cnversion
Language:Jupyter Notebook 1705
sgrvinod / Deep-Tutorials-for-PyTorch
In-depth tutorials for implementing deep learning models on your own with PyTorch.
deep-learning-tutorial learning-pytorch neural-network-tutorials pytorch pytorch-tutorial pytorch-tutorials
1465
bentrevett / pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
pytorch pytorch-tutorial image-classification cnn torchvision lenet alexnet vgg resnet tutorial pytorch-implmention pytorch-implementation pytorch-tutorials pytorch-cnn convolutional-neural-networks convolutional-neural-network convolutional-networks
Language:Jupyter Notebook 925
bat67 / pytorch-tutorials-examples-and-books
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
deeplearning pytorch python python3 machine-learning library deep-learning-tutorial deep-learning-algorithms pytorch-tutorials deep-learning learning-pytorch numpy neural-network pytorch-ppt slide
Language:Jupyter Notebook 894
amusi / PyTorch-From-Zero-To-One
PyTorch从入门到精通
pytorch pytorch-tutorials deep-learning
856
higgsfield / Capsule-Network-Tutorial
Pytorch easy-to-follow Capsule Network tutorial
pytorch pytorch-tutorials easy-to-use clean-code capsule-network
Language:Jupyter Notebook 760
mimoralea / gdrl
Grokking Deep Reinforcement Learning
deep-learning deep-reinforcement-learning reinforcement-learning machine-learning algorithms artificial-intelligence neural-networks pytorch pytorch-tutorials numpy numpy-tutorial docker gpu nvidia-docker
Language:Jupyter Notebook 754
zkywsg / Daily-DeepLearning
🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial
python pytorch deep-learning machine-learning nlp tensorflow tensorflow-tutorials tensorflow-examples pytorch-tutorial pytorch-tutorials pytorch-nlp leetcode leetcode-solutions leetcode-python
Language:Jupyter Notebook 551
ethanluoyc / pytorch-vae
A Variational Autoencoder (VAE) implemented in PyTorch
machine-learning autoencoder pytorch pytorch-tutorials
Language:Python 392
tutorials-kr
PyTorchKorea / tutorials-kr
🇰🇷파이토치에서 제공하는 튜토리얼의 한국어 번역을 위한 저장소입니다. (Translate PyTorch tutorials in Korean🇰🇷)
pytorch pytorch-tutorials korean-docs translation korean deep-learning sphinx-doc restructuredtext pytorch-tutorial tutorials hacktoberfest
Language:Python 333
Spandan-Madan / Pytorch_fine_tuning_Tutorial
A short tutorial on performing fine tuning or transfer learning in PyTorch.
deep-learning tutorial pytorch-tutorials image-classification
Language:Python 273
bentrevett / pytorch-rl
Tutorials for reinforcement learning in PyTorch and Gym by implementing a few of the popular algorithms. [IN PROGRESS]
pytorch pytorch-tutorial pytorch-implmention pytorch-implementation reinforcement-learning reinforcement-learning-algorithms rl pytorch-tutorials pytorch-rl policy-gradient actor-critic a2c advantage-actor-critic generalized-advantage-estimation
Language:Jupyter Notebook 256
bentrevett / pytorch-pos-tagging
A tutorial on how to implement models for part-of-speech tagging using PyTorch and TorchText.
torchtext pytorch pos pos-tagging tutorials tutorial rnn lstm cnn pytorch-tutorial pytorch-implementation pytorch-tutorials pytorch-nlp natural-language-processing recurrent-neural-networks part-of-speech-tagger
Language:Jupyter Notebook 178
bat67 / Deep-Learning-with-PyTorch-A-60-Minute-Blitz-cn
PyTorch1.0 深度学习：60分钟入门与实战（Deep Learning with PyTorch: A 60 Minute Blitz 中文翻译与学习）
pytorch pytorch-tutorial pytorch-tutorials deep-learning python translation learning-pytorch numpy
Language:Jupyter Notebook 149
Niranjankumar-c / DeepLearning-PadhAI
All the code files related to the deep learning course from PadhAI
python activation-functions weight-initialization xavier-initializer he-initializer cnn-classification lstm-neural-networks pytorch-cnn pytorch-tutorials
Language:Jupyter Notebook 98
dudeperf3ct / DL_Notebooks
This repo contains all the notebooks mentioned in blog.
mlp cnn deep-learning keras-tutorials pytorch-tutorials fastai-tutorials tensorflow-tutorials transfer-learning style-transfer object-detection cnn-visualization char-rnn lstm gru federated-learning transfer-learning-nlp elmo bert gpt-2 allennlp
Language:Jupyter Notebook 86
Pytorch-In-Real-Life
pawangeek / Pytorch-In-Real-Life
Contains real-life example that can be solved by pytorch
deep-learning transfer-learning tutorials pytorch beginner-friendly image-processing deep-learning-algorithms pytorch-notebooks pytorch-tutorials hacktoberfest
Language:Jupyter Notebook 68
avijit9 / Contractive_Autoencoder_in_Pytorch
Pytorch implementation of contractive autoencoder on MNIST dataset
autoencoders deep-learning deep-neural-networks pytorch pytorch-tutorials
Language:Python 53
deepsense-ai / Keras-PyTorch-AvP-transfer-learning
We pit Keras and PyTorch against each other, showing their strengths and weaknesses in action. We present a real problem, a matter of life-and-death: distinguishing Aliens from Predators!
keras pytorch keras-tutorials pytorch-tutorials alien predator keras-neural-networks keras-models keras-classification-models pytorch-tutorial pytorch-cnn pytorch-implementation
Language:Jupyter Notebook 48
jibinmathew69 / Hands-on-NLP-with-PyTorch
Collection of Notebooks for Natural Language Processing with PyTorch
deep-learning deep-neural-networks recurrent-neural-networks rnn pytorch lstm seq2seq word-embeddings attention-model nltk-python spacy-nlp spacy spacy-pipeline torchtext pytorch-implementation pytorch-tutorials pytorch-nlp machine-learning sentiment-analysis nueral-machine-translation
Language:Jupyter Notebook 30
pytorch-tutorials
yakhyo / pytorch-tutorials
🤖 | Learning PyTorch through official examples
pytorch pytorch-tutorials deep-learning tutorial neural-networks style-transfer machine-learning resnet vae vae-pytorch rnn-pytorch adversarial-networks fast-neural-style lstm-pytorch lstm pytorch-tutorial neural-network
Language:Jupyter Notebook 22
techshot25 / Autoencoders
This will show how to make autoencoders using pytorch neural networks
autoencoder manifold-learning dimensionality-reduction pytorch-tutorials
Language:Jupyter Notebook 17
sukkritsharmaofficial / SuperResGAN
Enhanced Super-Resolution Generative Adversarial Networks
super-resolution gan gans adversarial-machine-learning adversarial-networks pytorch pytorch-implementation pytorch-tutorials pytorch-gan python python3
Language:Python 13
prakharcode / Pytorch_Implements
Major Pytorch Implementations
deep-learning pytorch pytorch-tutorials nlp computer-vision
Language:Jupyter Notebook 9
AutuanLiu / Fastai-Notes-V3
:dolphin: :whale2: fastai course v3 notes
fastai-tutorials python36 pytorch-tutorials pytorch-implementation pytorch notes chinese
Language:Jupyter Notebook 7
Data-Science-FMI / introduction-to-ml-2018
iPython notebooks & slides for Introduction to Machine Learning with PyTorch class in FMI Plovdiv (2018)
pytorch pytorch-tutorials machine-learning deep-learning neural-network ipython-notebook
Language:Jupyter Notebook 6
royalbhati / DeepLearningwithPytorch
Pytorch tutorials
deep-learning neural-network pytorch pytorch-implmention pytorch-tutorials pytorch-cnn machine-learning
Language:Jupyter Notebook 6

pytorch-tutorials

zergtant / pytorch-handbook

bharathgs / Awesome-pytorch-list

chenyuntc / pytorch-book

MorvanZhou / PyTorch-Tutorial

aladdinpersson / Machine-Learning-Collection

yandexdataschool / Practical_RL

bentrevett / pytorch-seq2seq

bentrevett / pytorch-sentiment-analysis

aaron-xichen / pytorch-playground

xavier-zy / Awesome-pytorch-list-CNVersion

sgrvinod / Deep-Tutorials-for-PyTorch

bentrevett / pytorch-image-classification

bat67 / pytorch-tutorials-examples-and-books

amusi / PyTorch-From-Zero-To-One

higgsfield / Capsule-Network-Tutorial

mimoralea / gdrl

zkywsg / Daily-DeepLearning

ethanluoyc / pytorch-vae

PyTorchKorea / tutorials-kr

Spandan-Madan / Pytorch_fine_tuning_Tutorial

bentrevett / pytorch-rl

bentrevett / pytorch-pos-tagging

bat67 / Deep-Learning-with-PyTorch-A-60-Minute-Blitz-cn

Niranjankumar-c / DeepLearning-PadhAI

dudeperf3ct / DL_Notebooks

pawangeek / Pytorch-In-Real-Life

avijit9 / Contractive_Autoencoder_in_Pytorch

deepsense-ai / Keras-PyTorch-AvP-transfer-learning

jibinmathew69 / Hands-on-NLP-with-PyTorch

yakhyo / pytorch-tutorials

techshot25 / Autoencoders

sukkritsharmaofficial / SuperResGAN

prakharcode / Pytorch_Implements

AutuanLiu / Fastai-Notes-V3

Data-Science-FMI / introduction-to-ml-2018

royalbhati / DeepLearningwithPytorch