Python pytorch-examples

Open-source Python projects categorized as pytorch-examples
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Topics: Machine Learning Pytorch Tensorflow2 tensorflow-examples machine-learning-algorithms
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Python pytorch-example Projects

  • Machine-Learning-Collection

    A resource for learning about Machine learning & Deep Learning

    • Project mention: Building an AI Game Bot đŸ¤–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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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-examples related posts

  • Building an AI Game Bot đŸ¤–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

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

    1 project | /r/learnmachinelearning | 13 Jun 2022

  • Pytorch: Custom Dataset for Machine Translation

    1 project | /r/learnpython | 8 Apr 2022

  • Project to prettify music notes

    1 project | /r/learnmachinelearning | 20 Sep 2021

  • Help with initial set-up.

    1 project | /r/learnmachinelearning | 22 Jun 2021
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    www.influxdata.com | 2 May 2024
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Project Stars
1 Machine-Learning-Collection 6,991

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