pytorch-tutorial

There are 74 repositories under pytorch-tutorial topic.

yunjey / pytorch-tutorial
PyTorch Tutorial for Deep Learning Researchers
deep-learning neural-networks pytorch pytorch-tutorial
Language:Python 31709
ShusenTang / Dive-into-DL-PyTorch
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为PyTorch实现。
deep-learning deep-learning-tutorial pytorch pytorch-tutorial computer-vision natural-language-processing d2l
Language:Jupyter Notebook 19042
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 8349
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 8243
MITDeepLearning / introtodeeplearning
Lab Materials for MIT 6.S191: Introduction to Deep Learning
mit deep-learning neural-networks tensorflow tensorflow-tutorials music-generation computer-vision deep-reinforcement-learning deeplearning jupyter-notebooks pytorch pytorch-tutorial
Language:Jupyter Notebook 8130
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 5616
BoltzmannEntropy / interviews.ai
It is my belief that you, the postgraduate students and job-seekers for whom the book is primarily meant will benefit from reading it; however, it is my hope that even the most experienced researchers will find it fascinating as well.
data-science machine-learning deep-learning interview-preparation jobs artificial-intelligence pytorch-tutorial graduate-school pytorch python jax autograd information-theory bayesian-statistics convolutional-neural-networks ensemble-learning feature-extraction logistic-regression loss-functions
4693
bentrevett / pytorch-sentiment-analysis
Tutorials on getting started with PyTorch and TorchText for sentiment analysis.
pytorch sentiment-analysis tutorial rnn lstm fasttext torchtext sentiment-classification cnn cnn-text-classification lstm-sentiment-analysis pytorch-tutorial pytorch-tutorials pytorch-nlp nlp natural-language-processing recurrent-neural-networks word-embeddings transformers bert
Language:Jupyter Notebook 4542
TingsongYu / PyTorch-Tutorial-2nd
《Pytorch实用教程》（第二版）无论是零基础入门，还是CV、NLP、LLM项目应用，或是进阶工程化部署落地，在这里都有。相信在本书的帮助下，读者将能够轻松掌握 PyTorch 的使用，成为一名优秀的深度学习工程师。
computer-vision deepsort diffusion-models onnx pytorch pytorch-tutorial tensorrt yolov5 llm qwen
Language:Jupyter Notebook 4043
christianversloot / machine-learning-articles
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
machine-learning deep-learning neural-networks tensorflow pytorch scikit-learn convolutional-neural-networks gan gans transformers huggingface-transformers dbscan clustering bert gpt albert keras keras-tensorflow pytorch-implementation pytorch-tutorial
3649
xiaotudui / pytorch-tutorial
PyTorch深度学习快速入门教程（绝对通俗易懂！）
pytorch pytorch-tutorial
Language:Python 3240
sgrvinod / a-PyTorch-Tutorial-to-Object-Detection
SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
pytorch pytorch-tutorial object-detection single-shot-multibox-detector single-shot-detection object-recognition ssd tutorial detection
Language:Python 3109
L1aoXingyu / pytorch-beginner
pytorch tutorial for beginners
pytorch-tutorial pytorch
Language:Python 3014
sgrvinod / a-PyTorch-Tutorial-to-Image-Captioning
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
pytorch pytorch-tutorial show-attend-and-tell image-captioning encoder-decoder attention-mechanism computer-vision mscoco
Language:Python 2869
L1aoXingyu / code-of-learn-deep-learning-with-pytorch
This is code of book "Learn Deep Learning with PyTorch"
pytorch pytorch-tutorial pytorch-tutorials-cn
Language:Jupyter Notebook 2849
teddylee777 / machine-learning
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
machine-learning jupyter-notebook python python3 lectures tensorflow-tutorials tensorflow pytorch pandas pandas-tutorial tensorflow2 pytorch-tutorial tensorflow-examples deep-learning gan natural-language-processing neural-networks neural-network udacity machine-learning-study
Language:Jupyter Notebook 2792
ypwhs / captcha_break
验证码识别
captcha-breaking keras-tutorials deep-learning keras ocr captcha jupyter-notebook pytorch-tutorial crnn ctc-loss
Language:Jupyter Notebook 2787
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 2690
fendouai / PyTorchDocs
PyTorch 官方中文教程包含 60 分钟快速入门教程，强化教程，计算机视觉，自然语言处理，生成对抗网络，强化学习。欢迎 Star，Fork！
pytorch pytorch-tutorial pytorch-cnn pytorch-nlp pytorch-gan
Language:Python 2623
ayooshkathuria / YOLO_v3_tutorial_from_scratch
Accompanying code for Paperspace tutorial series "How to Implement YOLO v3 Object Detector from Scratch"
pytorch-tutorial pytorch-implmention object-detection yolo yolov3
Language:Python 2325
nikhilbarhate99 / PPO-PyTorch
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
pytorch-implmention pytorch pytorch-tutorial proximal-policy-optimization reinforcement-learning-algorithms deep-reinforcement-learning ppo policy-gradient ppo-pytorch deep-learning reinforcement-learning
Language:Python 2169
delip / PyTorchNLPBook
Code and data accompanying Natural Language Processing with PyTorch published by O'Reilly Media https://amzn.to/3JUgR2L
natural-language-processing nlp pytorch-nlp pytorch pytorch-tutorial deep-learning deep-neural-networks neural-networks neural-machine-translation
Language:Jupyter Notebook 2051
sgrvinod / Deep-Tutorials-for-PyTorch
In-depth tutorials for implementing deep learning models on your own with PyTorch.
pytorch pytorch-tutorial pytorch-tutorials learning-pytorch deep-learning-tutorial neural-network-tutorials
1550
L1aoXingyu / Deep-Learning-Project-Template
A best practice for deep learning project template architecture.
pytorch pytorch-tutorial keras chainer deep-learning
Language:Python 1370
Bjarten / early-stopping-pytorch
Early stopping for PyTorch
pytorch early-stopping early stopping pytorch-tutorial python mnist regularization tutorial
Language:Jupyter Notebook 1266
ShusenTang / Deep-Learning-with-PyTorch-Chinese
本仓库将PyTorch官方书籍《Deep learning with PyTorch》（基本摘录版）翻译成中文版并给出可运行的相关代码。
pytorch-tutorial pytorch deep-learning-tutorial
Language:Jupyter Notebook 1215
lartpang / PyTorchTricks
Some tricks of pytorch... :star:
pytorch pytorch-trick pytorch-tutorial tricks
1184
dvgodoy / PyTorchStepByStep
Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"
cnn-pytorch deep-learning python pytorch pytorch-tutorial rnn-pytorch
Language:Jupyter Notebook 1182
bentrevett / pytorch-image-classification
Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.
alexnet cnn convolutional-networks convolutional-neural-network convolutional-neural-networks image-classification lenet pytorch pytorch-cnn pytorch-implementation pytorch-implmention pytorch-tutorial pytorch-tutorials resnet torchvision tutorial vgg
Language:Jupyter Notebook 1043
TorchEnsemble-Community / Ensemble-Pytorch
A unified ensemble framework for PyTorch to improve the performance and robustness of your deep learning model.
pytorch pytorch-tutorial ensemble-learning ensemble deeplearning neural-networks deep-learning gradient-boosting voting-classifier bagging
Language:Python 1034
harveyslash / Facial-Similarity-with-Siamese-Networks-in-Pytorch
Implementing Siamese networks with a contrastive loss for similarity learning
deep-learning face-recognition neural-network pytorch pytorch-tutorial siamese-network
Language:Jupyter Notebook 980
piEsposito / blitz-bayesian-deep-learning
A simple and extensible library to create Bayesian Neural Network layers on PyTorch.
pytorch pytorch-implementation pytorch-tutorial bayesian-layers bayesian-deep-learning bayesian-neural-networks
Language:Python 972
HHTseng / video-classification
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101
action-recognition video-classification pytorch-tutorial cnn rnn lstm resnet ucf101 transfer-learning
Language:Jupyter Notebook 963
moemen95 / Pytorch-Project-Template
A scalable template for PyTorch projects, with examples in Image Segmentation, Object classification, GANs and Reinforcement Learning.
condense-net dcgan deep-learning dqn erfnet machine-learning pytorch pytorch-project-template pytorch-template pytorch-tutorial scemantic semantic-segmentation-models
Language:Python 908
transformers-tutorials
abhimishra91 / transformers-tutorials
Github repo with tutorials to fine tune transformers for diff NLP tasks
bert classification deep-learning distilbert named-entity-recognition natural-language-processing nlp pytorch pytorch-tutorial t5 transformers wandb
Language:Jupyter Notebook 846
zkywsg / Daily-DeepLearning
🔥机器学习/深度学习/Python/大模型/多模态/LLM/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 cv llm
Language:Jupyter Notebook 772

pytorch-tutorial

yunjey / pytorch-tutorial

ShusenTang / Dive-into-DL-PyTorch

MorvanZhou / PyTorch-Tutorial

aladdinpersson / Machine-Learning-Collection

MITDeepLearning / introtodeeplearning

bentrevett / pytorch-seq2seq

BoltzmannEntropy / interviews.ai

bentrevett / pytorch-sentiment-analysis

TingsongYu / PyTorch-Tutorial-2nd

christianversloot / machine-learning-articles

xiaotudui / pytorch-tutorial

sgrvinod / a-PyTorch-Tutorial-to-Object-Detection

L1aoXingyu / pytorch-beginner

sgrvinod / a-PyTorch-Tutorial-to-Image-Captioning

L1aoXingyu / code-of-learn-deep-learning-with-pytorch

teddylee777 / machine-learning

ypwhs / captcha_break

aaron-xichen / pytorch-playground

fendouai / PyTorchDocs

ayooshkathuria / YOLO_v3_tutorial_from_scratch

nikhilbarhate99 / PPO-PyTorch

delip / PyTorchNLPBook

sgrvinod / Deep-Tutorials-for-PyTorch

L1aoXingyu / Deep-Learning-Project-Template

Bjarten / early-stopping-pytorch

ShusenTang / Deep-Learning-with-PyTorch-Chinese

lartpang / PyTorchTricks

dvgodoy / PyTorchStepByStep

bentrevett / pytorch-image-classification

TorchEnsemble-Community / Ensemble-Pytorch

harveyslash / Facial-Similarity-with-Siamese-Networks-in-Pytorch

piEsposito / blitz-bayesian-deep-learning

HHTseng / video-classification

moemen95 / Pytorch-Project-Template

abhimishra91 / transformers-tutorials

zkywsg / Daily-DeepLearning