Top 16 pytorch-tutorial Open-Source Projects

• pytorch-tutorial

  3 29,128 0.0 Python

  PyTorch Tutorial for Deep Learning Researchers

• Machine-Learning-Collection

  9 6,936 3.5 Python

  A resource for learning about Machine learning & Deep Learning

Project mention: Building an AI Game Bot 🤖Using Imitation Learning and 3D Convolution ResNet | dev.to | 2024-01-02

def compute_mean_std(dataloader): ''' We assume that the images of the dataloader have the same height and width source: https://github.com/aladdinpersson/Machine-Learning-Collection/blob/master/ML/Pytorch/Basics/pytorch_std_mean.py ''' # var[X] = E[X**2] - E[X]**2 channels_sum, channels_sqrd_sum, num_batches = 0, 0, 0 for batch_images, labels in tqdm(dataloader): # (B,H,W,C) batch_images = batch_images.permute(0,3,4,2,1) channels_sum += torch.mean(batch_images, dim=[0, 1, 2, 3]) channels_sqrd_sum += torch.mean(batch_images ** 2, dim=[0, 1, 2,3]) num_batches += 1 mean = channels_sum / num_batches std = (channels_sqrd_sum / num_batches - mean ** 2) ** 0.5 return mean, std compute_mean_std(dataloader)

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• pytorch-seq2seq

  3 5,169 5.4 Jupyter Notebook

  Tutorials on implementing a few sequence-to-sequence (seq2seq) models with PyTorch and TorchText.

• interviews.ai

  12 4,437 0.0

  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.

Project mention: Deep Learning Interviews | news.ycombinator.com | 2023-05-05

• pytorch-sentiment-analysis

  2 4,225 4.0 Jupyter Notebook

  Tutorials on getting started with PyTorch and TorchText for sentiment analysis.

• machine-learning-articles

  5 3,093 4.1

  🧠💬 Articles I wrote about machine learning, archived from MachineCurve.com.

• a-PyTorch-Tutorial-to-Object-Detection

  3 2,960 4.9 Python

  SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

• SaaSHub

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• a-PyTorch-Tutorial-to-Image-Captioning

  1 2,657 0.0 Python

  Show, Attend, and Tell | a PyTorch Tutorial to Image Captioning

• PPO-PyTorch

  2 1,472 2.8 Python

  Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch

• pytorch-image-classification

  1 899 2.6 Jupyter Notebook

  Tutorials on how to implement a few key architectures for image classification using PyTorch and TorchVision.

• PyTorchStepByStep

  1 716 5.8 Jupyter Notebook

  Official repository of my book: "Deep Learning with PyTorch Step-by-Step: A Beginner's Guide"

• a-PyTorch-Tutorial-to-Super-Resolution

  2 542 2.7 Python

  Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network | a PyTorch Tutorial to Super-Resolution

• First-steps-towards-Deep-Learning

  1 436 0.0 CSS

  This is an open sourced book on deep learning.

• thinking-in-tensors-writing-in-pytorch

  1 326 0.0 Jupyter Notebook

  Thinking in tensors, writing in PyTorch (a hands-on deep learning intro)

• a-PyTorch-Tutorial-to-Transformers

  1 161 5.3 Python

  Attention Is All You Need | a PyTorch Tutorial to Transformers

Project mention: Transformers Tutorial - learn to implement transformers from scratch | /r/learnmachinelearning | 2023-05-01

• pytorch-accelerated

  1 157 4.6 Python

  A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop which is flexible enough to handle the majority of use cases, and capable of utilizing different hardware options with no code changes required. Docs: https://pytorch-accelerated.readthedocs.io/en/latest/

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pytorch-tutorial related posts

• Building an AI Game Bot 🤖Using Imitation Learning and 3D Convolution ResNet

  2 projects | dev.to | 2 Jan 2024

• What can be the reasons of BatchNorm working and Dropout not working in YoloV1 Pytorch implementation?

  1 project | /r/MLQuestions | 8 Jun 2023

• How to create a custom parallel corpus for machine translation with recent versions of pytorch and torchtext?

  2 projects | /r/pytorch | 19 Feb 2023

• Where does the loss function for Policy Gradient come from?

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• I need help knowing how to improve a CycleGan I am working on.

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• Pytorch: Custom Dataset for Machine Translation

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• PyTorch - What does contiguous() do?

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