Top 7 pytorch-tutorial Open-Source Projects

• Awesome-pytorch-list

  2 14,952 0.0

  A comprehensive list of pytorch related content on github,such as different models,implementations,helper libraries,tutorials etc.

• 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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• Practical_RL

  2 5,716 6.0 Jupyter Notebook

  A course in reinforcement learning in the wild

  

• pytorch-seq2seq

  3 5,169 5.4 Jupyter Notebook

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

• pytorch-sentiment-analysis

  2 4,225 4.0 Jupyter Notebook

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

• 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.

• gdrl

  1 699 10.0 Jupyter Notebook

  Grokking Deep Reinforcement Learning

• WorkOS

  workos.com sponsored

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