preke

Spiders

all my spider codes

2015mcm

CNN_based_sentences_similarity

pandas_plot

mongo_dataset

My_nlp_test

some primary nlp codes....

0617

abcnn_pytorch

Implementation of ABCNN(Attention-Based Convolutional Neural Network) on Pytorch

AimAtOffer

一些《剑指offer》的题目，自己实现和记录

Beta_web

CNN-sentence-classification-pytorch

Implementation of Convolutional Neural Networks for Sentence Classification (Y.Kim, EMNLP 2014) on Pytorch.

cnn-text-classification-pytorch

CNNs for Sentence Classification in PyTorch

DataTech

decomp-attn

Decomposable Attention Model for Sentence Pair Classification (from https://arxiv.org/abs/1606.01933)

Deep-Semantic-Similarity-Model

My Keras implementation of the Deep Semantic Similarity Model (DSSM)/Convolutional Latent Semantic Model (CLSM) described here: http://research.microsoft.com/pubs/226585/cikm2014_cdssm_final.pdf.

Dianping-Web-Crawler

Crawl data from Dianping.com using Scrapy

dup_test

DuReader

Baseline Systems of DuReader Dataset

GraduationProject

hred

Implements the paper " Building End-To-End Dialogue Systems Using Generative Hierarchical Neural Network Models" by Serban et al (currently on the MovieTriples dataset)

hred-py

Pytorch implementation of Hierarchical Encoder Decoder Sequence to Sequence Model

Index_and_trend

keras-quora-question-pairs

A Keras model that addresses the Quora Question Pairs dyadic prediction task.

LFTM

Improving topic models LDA and DMM (one-topic-per-document model for short texts) with word embeddings

ML-Tutorial-Experiment

Coding the Machine Learning Tutorial for Learning to Learn

NeuralDialog-CVAE-pytorch

Sentence-similarity-classifier-for-pyTorch

An Implementation of Mueller's et al., "Siamese Recurrent Architectures for Learning Sentence Similarity."

text

Data loaders and abstractions for text and NLP

text_classification

website