torchhk 0.7

Custom utils for PyTorch

pytorch-custom-utils

Custom utils for Pytorch.

Usage

Dependencies

• torch 1.4.0
• torchvision 0.5.0
• python 3.6
• matplotlib 2.2.2
• numpy 1.14.3
• seaborn 0.9.0
• sklearn
• plotly

Installation

• pip install torchhk or
• git clone https://github.com/Harry24k/pytorch-custom-utils

from torchhk import *

Demos

• RecordManager (code, markdown): RecordManager will help you to record loss or accuracy during iterations. It also provides some useful functions such as summary, plot, etc.

• Datasets (code, markdown): Dataset utils for loading, split and label filtering.

  Supported Datasets: CIFAR10, CIFAR100, STL10, MNIST, FashionMNIST, SVHN, MNISTM, ImageNet, USPS, TinyImageNet.

• Vis (code, markdown): Visualization tools for torch tensors.

• Transform (code): Transform will help you to construct a new model with certain layers changed.