Python pytorch-tutorial

Open-source Python projects categorized as pytorch-tutorial
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Topics: Pytorch Deep Learning Machine Learning reinforcement-learning Tensorflow2
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Top 8 Python pytorch-tutorial Projects

  • pytorch-tutorial

    PyTorch Tutorial for Deep Learning Researchers

  • Machine-Learning-Collection

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

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

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

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

  • PPO-PyTorch

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

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

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

  • a-PyTorch-Tutorial-to-Transformers

    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

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  • pytorch-accelerated

    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/

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python pytorch-tutorial related posts

Index

What are some of the best open-source pytorch-tutorial projects in Python? This list will help you:

Project Stars
1 pytorch-tutorial 29,093
2 Machine-Learning-Collection 6,936
3 a-PyTorch-Tutorial-to-Object-Detection 2,960
4 a-PyTorch-Tutorial-to-Image-Captioning 2,591
5 PPO-PyTorch 1,453
6 a-PyTorch-Tutorial-to-Super-Resolution 542
7 a-PyTorch-Tutorial-to-Transformers 159
8 pytorch-accelerated 157

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