Pytorch-Tools

Tool box for PyTorch for fast prototyping.

Overview

• FitWrapper - Keras like model trainer
• Losses - collection of different Loss functions.
• Metrics - collection of metrics.
• Models - classification model zoo.
• Optimizers
• Segmentation Models - segmentation models zoo
• TTA wrapper - wrapper for easy test-time augmentation

Installation

Requires GPU drivers and CUDA already installed.

pip install git+https://github.com/bonlime/pytorch-tools.git@master

It is also recommended to install NVIDIA Apex to allow usage of additional optimizers

pip install ---upgrade -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" git+https://github.com/NVIDIA/apex.git