Tool box for PyTorch

Project description

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

Designed and maintained by @bonlime and @zakajd

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Project details

Release history Release notifications | RSS feed

0.5.7

Jan 25, 2024

0.5.6

Sep 5, 2023

0.5.5

Aug 29, 2023

This version

0.5.3

Aug 4, 2023

0.5.1

Aug 4, 2023

0.1.9

Jan 22, 2021

0.1.8

Sep 4, 2020

0.1.7

Jul 13, 2020

0.1.5

Jul 8, 2020

0.1.4

May 7, 2020

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