PyTorch Tutorial for Deep Learning Researchers
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Aug 15, 2023 - Python
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pytorch-tutorial
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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
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Oct 14, 2021 - Jupyter Notebook
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
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Jan 4, 2026 - 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
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
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
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.
python data-science machine-learning deep-learning information-theory jobs pytorch autograd artificial-intelligence feature-extraction ensemble-learning logistic-regression convolutional-neural-networks bayesian-statistics loss-functions interview-preparation pytorch-tutorial graduate-school jax
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Aug 22, 2025
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
《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。
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Sep 1, 2026 - Jupyter Notebook
🧠💬 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
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Jun 28, 2024
머신러닝 입문자 혹은 스터디를 준비하시는 분들에게 도움이 되고자 만든 repository입니다. (This repository is intented for helping whom are interested in machine learning study)
python machine-learning natural-language-processing lectures udacity deep-learning neural-network tensorflow jupyter-notebook pandas python3 pytorch gan neural-networks tensorflow-tutorials tensorflow-examples pandas-tutorial pytorch-tutorial machine-learning-study tensorflow2
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Aug 13, 2025 - Jupyter Notebook
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
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Nov 11, 2023 - Python
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！
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Jul 28, 2026 - Python
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
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Jul 28, 2022 - Python
This is code of book "Learn Deep Learning with PyTorch"
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Mar 4, 2024 - Jupyter Notebook
验证码识别
ocr deep-learning captcha keras jupyter-notebook keras-tutorials captcha-breaking pytorch-tutorial ctc-loss crnn
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Feb 25, 2022 - 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
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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Jul 9, 2024 - Python
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