Tool box for PyTorch
Project description
# Pytorch-Tools
Tool box for PyTorch for fast prototyping.
# Overview * [FitWrapper](./pytorch_tools/fit_wrapper/) - Keras like model trainer * [Losses](./pytorch_tools/losses/) - collection of different Loss functions. * [Metrics](./pytorch_tools/metrics/) - collection of metrics. * [Models](./pytorch_tools/models/) - classification model zoo. * [Optimizers](./pytorch_tools/optim/) * [Segmentation Models](./pytorch_tools/segmentation_models/) - segmentation models zoo * [TTA wrapper](./pytorch_tools/tta_wrapper/) - wrapper for easy test-time augmentation
# Installation Requeres GPU drivers and CUDA already installed.
pip install -v –no-cache-dir –global-option=”–cpp_ext” –global-option=”–cuda_ext” git+https://github.com/NVIDIA/apex.git pip install git+https://github.com/bonlime/pytorch-tools.git@master
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