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a-collection-of-important-tasks-in-pytorch

Everyday things people use in Pytorch. No need to spend hours reading Pytorch forums trying to find them!

ai-ffpe

Deep Learning-based Frozen Section to FFPE Translation

artifact

Generation of synthetic artefacts / digital pathology

astropathpipeline

attention-gated-networks

Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation

attentiondeepmil

Implementation of Attention-based Deep Multiple Instance Learning in PyTorch

ax

Adaptive Experimentation Platform

barlowtwins

PyTorch implementation of Barlow Twins.

barlowtwins-1

Implementation of Barlow Twins paper

big_transfer

Official repository for the "Big Transfer (BiT): General Visual Representation Learning" paper.

byol

Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning

byol-pytorch

Usable Implementation of "Bootstrap Your Own Latent" self-supervised learning, from Deepmind, in Pytorch

calibration

Python package for evaluating model calibration in classification

candia

Canonical Decomposition of Data-Independent-Acquired Spectra

captum

Model interpretability and understanding for PyTorch

clairvoyance

Clairvoyance: a Unified, End-to-End AutoML Pipeline for Medical Time Series

clam

Data Efficient & Weakly Supervised Computational Pathology on Whole Slide Images

contrastive-unpaired-translation

Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)

cutout

2.56%, 15.20%, 1.30% on CIFAR10, CIFAR100, and SVHN https://arxiv.org/abs/1708.04552

data_to_viz

Leading to the dataviz you need

deepattnmisl

Contains codes of DeepAttnMISL in MEDIA'20

deepcluster

Deep Clustering for Unsupervised Learning of Visual Features

deepercluster

Implements the unsupervised pre-training of convolutional neural networks

deepgraft

Github page for the DEEPGRAFT project

deepmind-research

This repository contains implementations and illustrative code to accompany DeepMind publications

deepspeed

DeepSpeed is a deep learning optimization library that makes distributed training easy, efficient, and effective.

delving-deep-into-gans

Generative Adversarial Networks (GANs) resources sorted by citations

detcon

detectron2

Detectron2 is FAIR's next-generation platform for object detection and segmentation.

diann

DIA-NN - a fast and easy to use tool for processing data-independent acquisition (DIA) proteomics data