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squirrel1982's Projects

bayesian-belief-networks icon bayesian-belief-networks

Pythonic Bayesian Belief Network Package, supporting creation of and exact inference on Bayesian Belief Networks specified as pure python functions.

cnn-re-tf icon cnn-re-tf

Convolutional Neural Network for Multi-label Multi-instance Relation Extraction in Tensorflow

crf icon crf

Simple implementation of Conditional Random Fields (CRF) in Python

densitypeakcluster icon densitypeakcluster

A cluster framework for 'Clustering by fast search and find of density peaks' in science 2014.

fewrel icon fewrel

A Large-Scale Few-Shot Relation Extraction Dataset

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

hello-ltr icon hello-ltr

Set of Jupyter notebooks demonstrating Learning to Rank integrated with Solr and Elasticsearch

information-extraction-chinese icon information-extraction-chinese

Chinese Named Entity Recognition with IDCNN/biLSTM+CRF, and Relation Extraction with biGRU+2ATT 中文实体识别与关系提取

irgan icon irgan

IRGAN SIGIR paper experimental code

kb2e icon kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

kg-2019 icon kg-2019

2019年百度的三元组抽取比赛,“科学空间队”源码

machine-learning-notes icon machine-learning-notes

My continuously updated Machine Learning, Probabilistic Models and Deep Learning notes and demos (1000+ slides) 我不间断更新的机器学习,概率模型和深度学习的讲义(1000+页)和视频链接

mcmc icon mcmc

Implementation of Markov Chain Monte Carlo in Python from scratch

mrc2018 icon mrc2018

2018百度机器阅读理解技术竞赛

neuroner icon neuroner

Named-entity recognition using neural networks. Easy-to-use and state-of-the-art results.

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