Python tensorflow-examples

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

tensorflow-examples

  • 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)

  • EKG

    Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning (by sseung0703)

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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).

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Project Stars
1 Machine-Learning-Collection 7,167
2 EKG 17

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