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-kmeans

使用高斯核函数将数据映射到高维，使用谱聚类提高运算效率，最后使用kmeans算法进行分类

chinese-poetry

最全中华古诗词数据库, 唐宋两朝近一万四千古诗人, 接近5.5万首唐诗加26万宋诗. 两宋时期1564位词人，21050首词。

chinese-poetry-zhcn

chinese-poetry [古诗] 简体中文版本

cmc

pytorch implementation of "Contrastive Multiview Coding", "Momentum Contrast for Unsupervised Visual Representation Learning", and "Unsupervised Feature Learning via Non-Parametric Instance-level Discrimination"

cs224n

CS224n: Natural Language Processing with Deep Learning Assignments Winter, 2017

deep-text-recognition-benchmark

Text recognition (optical character recognition) with deep learning methods.

deeplearning-500-questions

深度学习500问，以问答形式对常用的概率知识、线性代数、机器学习、深度学习、计算机视觉等热点问题进行阐述，以帮助自己及有需要的读者。 全书分为15个章节，近20万字。由于水平有限，书中不妥之处恳请广大读者批评指正。 未完待续............ 如有意合作，联系[email protected] 版权所有，违权必究 Tan 2018.06

dpcnn

Deep Pyramid Convolutional Neural Networks for Text Categorization in PyTorch

dpcnn-textcnn-pytorch-inception

本项目主要为针对DPCNN（Deep Pyramid Convolutional Neural Networks for Text Categorization ）文本分类（Text Classification）的论文复现以及基于知乎看山杯Inception的修改和复现，后者效果略优。

fhsie

Official code for the paper 'A Fast Hybrid Spatial Index with External Memory Support (FHSIE)'

focusrectificationlogisticregression

Single-Label Multi-Class Image Classification by Deep Logistic Regression

image-to-poem

Simple python script to detect the entity in an image and generate a poem about it

img2poem

instagram_crawler

Python爬虫爬取 Instagram 博主照片视频

julia

Julia语言安装，使用和常用包的介绍

key-value-memory-networks

The implementation of key value memory networks in tensorflow

meal

Official Implementation of MEAL: Multi-Model Ensemble via Adversarial Learning on AAAI 2019

memn2n-tensorflow

"End-To-End Memory Networks" in Tensorflow

metanmt

Meta learning for Neural Machine Translation

ml_gcn

PyTorch implementation of Multi-Label Image Recognition with Graph Convolutional Networks, CVPR 2019.

nlp_tensorflow_project

Use tensorflow to achieve some NLP project

poem-from-image

Final project for CMPT419: Neural Poetry Generation with Visual Inspiration

pretrained-models.pytorch

Pretrained ConvNets for pytorch: NASNet, ResNeXt, ResNet, InceptionV4, InceptionResnetV2, Xception, DPN, etc.

pygcn

Graph Convolutional Networks in PyTorch

pytorch-book

PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2/V1, MNASNet, Single-Path NAS, FBNet, and more

resume

An elegant \LaTeX\ résumé template

scrapy

Python scrapy

smartsweeper

ssgrl