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Haifeng_Liu's Projects

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学习笔记

cane icon cane

Source code and datasets of "CANE: Context-Aware Network Embedding for Relation Modeling"

chinese icon chinese

Tools and resources for Chinese texts preprocessing. Validated in two papers, one CCF C, EI indexing and one CCF B, SCI indexing.

deep-qa icon deep-qa

Implementation of the Convolution Neural Network for factoid QA on the answer sentence selection task

deeprec icon deeprec

Implementation of Deep Learning based Recommender Algorithms with Tensorflow.

deeprobust icon deeprobust

A pytorch adversarial library for attack and defense methods on images and graphs

graph-networks icon graph-networks

A list of interesting graph neural networks (GNN) links with a primary interest in recommendations and tensorflow that is continually updated and refined

imbalanced-learn icon imbalanced-learn

Python module to perform under sampling and over sampling with various techniques.

irgan icon irgan

IRGAN SIGIR paper experimental code

lightfm icon lightfm

A Python implementation of LightFM, a hybrid recommendation algorithm.

matchzoo icon matchzoo

MatchZoo is a toolkit for text matching. It was developed to facilitate the designing, comparing, and sharing of deep text matching models.

minirank icon minirank

Ranking and ordinal regression algorithms in Python

ogb icon ogb

Benchmark datasets, data loaders, and evaluators for graph machine learning

paddle icon paddle

PArallel Distributed Deep LEarning

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