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py-r-fcn

R-FCN with joint training and python support

pytorch-book

PyTorch：入门与实践

pytorch-gan

A minimal implementaion of DCGAN/WGAN in PyTorch with jupyter notebooks

pytorch-semseg

Semantic Segmentation Architectures Implemented in PyTorch

pytorchtext

1st Place Solution for Zhihu Machine Learning Challenge . Implementation of various text-classification models.(知乎看山杯第一名解决方案)

refinedet

Single-Shot Refinement Neural Network for Object Detection, CVPR, 2018

resnet

Reproduce ResNet-v2(Identity Mappings in Deep Residual Networks) with MXNet

resnet_in_resnet

Implementation of Residual Networks In Residual Networks by chainer (Resnet in Resnet: Generalizing Residual Architectures: https://arxiv.org/abs/1603.08029)

resnext

Implementation of a classification framework from the paper Aggregated Residual Transformations for Deep Neural Networks

sciblog_support

Support content for my blog

shakedrop

Torch implementation of the paper "ShakeDrop regularization" (https://arxiv.org/abs/1802.02375).

simple-railway-captcha-solver

實作基於CNN的台鐵訂票驗證碼辨識以及驗證性高的訓練集產生器 (Simple captcha solver based on CNN and a training set generator by imitating the style of captcha)

simpledet

sparsenet

Sparsely Aggreagated Convolutional Networks https://arxiv.org/abs/1801.05895

state-of-the-art-result-for-machine-learning-problems

This repository provides state of the art (SoTA) results for all machine learning problems. We do our best to keep this repository up to date. If you do find a problem's SoTA result is out of date or missing, please raise this as an issue or submit Google form (with this information: research paper name, dataset, metric, source code and year). We will fix it immediately.

twitter-sentiment-analysis

Sentiment analysis on tweets using Naive Bayes, SVM, CNN, LSTM, etc.

unit

unsupervised/unpaired image-to-image translation using Coupled GANs

visualdl

A platform to visualize the deep learning process.

wide-residual-networks

3.8% and 18.3% on CIFAR-10 and CIFAR-100

yolo2-pytorch

PyTorch implementation of the YOLO (You Only Look Once) v2