PyTorch Tutorial for Deep Learning Researchers
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Updated
Aug 15, 2023 - Python
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PyTorch Tutorial for Deep Learning Researchers
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。
natural-language-processing computer-vision deep-learning pytorch deep-learning-tutorial d2l pytorch-tutorial
Lab Materials for MIT 6.S191: Introduction to Deep Learning
mit computer-vision deep-learning tensorflow deep-reinforcement-learning pytorch neural-networks tensorflow-tutorials deeplearning jupyter-notebooks music-generation pytorch-tutorial
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
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
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
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.
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《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。
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
🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.
machine-learning deep-learning clustering tensorflow scikit-learn keras transformers pytorch gan neural-networks convolutional-neural-networks gpt gans albert dbscan bert keras-tensorflow pytorch-tutorial pytorch-implementation huggingface-transformers
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
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SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
tutorial detection pytorch ssd object-detection object-recognition pytorch-tutorial single-shot-multibox-detector single-shot-detection
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！
Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning
computer-vision pytorch image-captioning show-attend-and-tell attention-mechanism encoder-decoder pytorch-tutorial mscoco
This is code of book "Learn Deep Learning with PyTorch"
验证码识别
ocr deep-learning captcha keras jupyter-notebook keras-tutorials captcha-breaking pytorch-tutorial ctc-loss crnn
Base pretrained models and datasets in pytorch (MNIST, SVHN, CIFAR10, CIFAR100, STL10, AlexNet, VGG16, VGG19, ResNet, Inception, SqueezeNet)
Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
reinforcement-learning deep-learning deep-reinforcement-learning pytorch policy-gradient reinforcement-learning-algorithms pytorch-tutorial proximal-policy-optimization ppo pytorch-implmention ppo-pytorch
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