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data-analyst-nd

Udacity Data Analyst Nanodegree Files

data-efficient-gans

[NeurIPS 2020] Differentiable Augmentation for Data-Efficient GAN Training

datafree-model-extraction

CVPR 2021 Official repository for the Data-Free Model Extraction paper. https://arxiv.org/abs/2011.14779

dataset-distillation

Dataset Distillation

datasets

A collection of datasets of ML problem solving

dcgan_code

Deep Convolutional Generative Adversarial Networks

dedupe

:id: A python library for accurate and scalable fuzzy matching, record deduplication and entity-resolution.

deep-histopath

A deep learning approach to predicting breast tumor proliferation scores for the TUPAC16 challenge

deep-learning-map

Map of deep learning and notes from papers.

deep-learning-models

Keras code and weights files for popular deep learning models.

deep-learning-v2-pytorch

Projects and exercises for the latest Deep Learning ND program https://www.udacity.com/course/deep-learning-nanodegree--nd101

deep_gcns_torch

Pytorch Repo for "DeepGCNs: Can GCNs Go as Deep as CNNs?" ICCV2019 Oral https://www.deepgcns.org

deepemd

Code for paper "DeepEMD: Few-Shot Image Classification with Differentiable Earth Mover's Distance and Structured Classifiers", CVPR2020

deeplearning

deeplearningexamples

Deep Learning Examples

deeplearninginmedicalimagingandmedicalimageanalysis

deeprl

Modularized Implementation of Deep RL Algorithms in PyTorch

deeprl_network

multi-agent deep reinforcement learning for networked system control.

deeprl_signal_control

multi-agent deep reinforcement learning for large-scale traffic signal control.

deeprobust

A pytorch adversarial library for attack and defense methods on images and graphs

deepshift

Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298

deepslide

Code for the Nature Scientific Reports paper "Pathologist-level classification of histologic patterns on resected lung adenocarcinoma slides with deep neural networks." A sliding window framework for classification of high resolution whole-slide images, often microscopy or histopathology images.

deepxplore

DeepXplore code release

demokritos-pan16

Author Profling Submission by NCSR Demokritos for PAN16 LAB

densenet

Densely Connected Convolutional Networks, In CVPR 2017 (Best Paper Award).

densenet-mura-pytorch

Implementation of DenseNet model on Standford's MURA dataset using PyTorch

dgi

Deep Graph Infomax (https://arxiv.org/abs/1809.10341)

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dgl-ke

High performance, easy-to-use, and scalable package for learning large-scale knowledge graph embeddings.

dgm

Deep Graph Mapper: Seeing Graphs through the Neural Lens