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pytorch-tutorials-examples-and-books

PyTorch1.0 tutorials, examples and some books I found 【更新中...】整理的PyTorch 1.0 最新版教程、例子和书籍

pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

pytorch_geometric_signed_directed

PyTorch Geometric Signed Directed is a signed/directed graph neural network extension library for PyTorch Geometric.

pytoune

A Keras-like framework and utilities for PyTorch

pytroch_practice

quantized_distillation

Implements quantized distillation. Code for our paper "Model compression via distillation and quantization"

quick-data-science-experiments-2017

Quick-Data-Science-Experiments

r-code-classifiers

The R code compares the performance metrics between logistic regression, SVM, Naive Bayes, Knn and random forest classifers in a 10 fold cross validation loop. The features are iteratively selected in a forward selection manner and everytime a new feature(next best feature selected based on regsubsets) is added the accuracy of the classifers are calculated. Finally a graph is plotted at the end depicting the accuracy at every feature count.

r-fcn

R-FCN: Object Detection via Region-based Fully Convolutional Networks

r-latex-template

Template to generate LaTeX files using R with knitr

r4ds

R for data science

radiomics

MATLAB programming tools for radiomics analysis

radiomics-1

random_genes

The code that generated the analysis presented in the manuscript "Association Between Expression of Random Gene Sets and Survival is Evident in Multiple Cancer Types and May be Explained by Sub-Classification"

rcnn-depth

Learning Rich Features from RGB-D Images for Object Detection and Segmentation

reactomepa

Reactome Pathway Analysis

really-awesome-gan

A list of papers on Generative Adversarial (Neural) Networks

reca

Relevant Component Analysis for Supervised Distance Metric Learning

red-lesion-detection

This code implements a red lesion detection method based on a combination of hand-crafted features and CNN based descriptors. Our paper is under revision now, so please do not use this repository until we release the paper.

regioncovariancedescriptor

Program using region covariance descriptor

reld

repo-2016

R, Python and Mathematica Codes in Machine Learning, Deep Learning, Artificial Intelligence and NLP

research_toolbox

Utilities to help manage a machine learning experimental workflow

resnet-matconvnet

Train Deep Residual Network from Scratch or or Fine-tune Pre-trained Model using Matconvnet

rest_pipeline

Resting-State fMRI Analysis Pipeline using CONN

reticulate

R Interface to Python

retina-features

Project for segmentation of blood vessels, microaneurysm and hardexudates in fundus images.

retinal-exudates-detection

exudates detection using hybrid approach (Image Morphology & Machine Learning)

retinal-vessel-segmentation-in-color-fundus-images

rgbd

Code for CVPR13 paper - Perceptual Organization and Recognition of Indoor Scenes from RGB-D Images