chengli0327 Goto Github PK

giza-pp

GIZA++ is a statistical machine translation toolkit that is used to train IBM Models 1-5 and an HMM word alignment model. This package also contains the source for the mkcls tool which generates the word classes necessary for training some of the alignment models.

gnnpapers

Must-read papers on graph neural networks (GNN)

graph-based-deep-learning-literature

links to conference publications in graph-based deep learning

graphembedding

Implementation and experiments of graph embedding algorithms.deep walk,LINE(Large-scale Information Network Embedding),node2vec,SDNE(Structural Deep Network Embedding),struc2vec

graphneuralnetwork

The learning of the GraphNeuralNetwork

graphsage

Representation learning on large graphs using stochastic graph convolutions.

img_classification_pk_pytorch

Quickly comparing your image classification models with the state-of-the-art models (such as DenseNet, ResNet, ...)

implie

Implicit relation extractor using a natural language model.

induction-network-on-fewrel

An attempt at replicating the Induction Network for FewRel data in Tensorflow

insuranceqa-corpus-zh

OpenData in insurance area for Machine Learning Tasks

java-string-similarity

Implementation of various string similarity and distance algorithms: Levenshtein, Jaro-winkler, n-Gram, Q-Gram, Jaccard index, Longest Common Subsequence edit distance, cosine similarity ...

jear

Joint Extraction of Entity Mentions and Relations without Dependency Trees

joint-entity-and-relation

paper notes about joint extraction of entity and relation

jstorm

Enterprise Stream Process Engine

kafka-message-server

Example application based on Apache Kafka framework to show it usage as distributed message server. Exploring this sample application help users to understand how good and easy is Apache Kafka usage.

kaggle-2014-criteo

keras-knowledge-distillation

Keras implementation of knowledge distillation(Hinton, et al. 2015)

keras-textclassification

中文长文本分类、短句子分类、多标签分类、两句子相似度（Chinese Text Classification of Keras NLP, multi-label classify, or sentence classify, long or short），字词句向量嵌入层（embeddings）和网络层（graph）构建基类，FastText，TextCNN，CharCNN，TextRNN, RCNN, DCNN, DPCNN, VDCNN, CRNN, Bert, Xlnet, Albert, Attention, DeepMoji, HAN, 胶囊网络-CapsuleNet, Transformer-encode, Seq2seq, ENT, DMN,

keras_to_tensorflow

General code to convert a trained keras model into an inference tensorflow model

knowledgegraphdata

史上最大规模1.4亿中文知识图谱开源下载

knowledge_graph_attention_network

KGAT: Knowledge Graph Attention Network for Recommendation, KDD2019

latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

lgcn

libffm

A Library for Field-aware Factorization Machines

libfm

Library for factorization machines

libpinyin-dict

ibus-libpinyin可用32万txt词库

lightgcn

llmsurvey

The official GitHub page for the survey paper "A Survey of Large Language Models".

lm-lstm-crf

Empower Sequence Labeling with Task-Aware Language Model

machinelearning

My blogs and code for machine learning. http://cnblogs.com/pinard