Top 8 Python pytorch-tutorial Projects

pytorch-tutorial

3 29,284 0.0 Python

PyTorch Tutorial for Deep Learning Researchers
Machine-Learning-Collection

9 7,123 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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a-PyTorch-Tutorial-to-Object-Detection

3 2,980 4.9 Python

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection
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 1,512 2.8 Python

Minimal implementation of clipped objective Proximal Policy Optimization (PPO) in PyTorch
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
a-PyTorch-Tutorial-to-Transformers

1 179 5.3 Python

Attention Is All You Need | a PyTorch Tutorial to Transformers
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pytorch-accelerated

1 161 3.7 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/

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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Index

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

	Project	Stars
1	pytorch-tutorial	29,284
2	Machine-Learning-Collection	7,123
3	a-PyTorch-Tutorial-to-Object-Detection	2,980
4	a-PyTorch-Tutorial-to-Image-Captioning	2,657
5	PPO-PyTorch	1,512
6	a-PyTorch-Tutorial-to-Super-Resolution	542
7	a-PyTorch-Tutorial-to-Transformers	179
8	pytorch-accelerated	161