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Vincent Li's Projects

frequencywords icon frequencywords

Repository for Frequency Word List Generator and processed files

fun-rec icon fun-rec

推荐系统入门教程,在线阅读地址:https://datawhalechina.github.io/fun-rec/

gat icon gat

Graph Attention Networks (https://arxiv.org/abs/1710.10903)

gatne icon gatne

Source code and dataset for KDD 2019 paper "Representation Learning for Attributed Multiplex Heterogeneous Network"

gbdt icon gbdt

Gradient boosting decision trees.

gcn icon gcn

Implementation of Graph Convolutional Networks in TensorFlow

gnnpapers icon gnnpapers

Must-read papers on graph neural networks (GNN)

graphsage icon graphsage

Representation learning on large graphs using stochastic graph convolutions.

h3 icon h3

Hexagonal hierarchical geospatial indexing system

horovod icon horovod

Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.

hub-recsys icon hub-recsys

A python library contain classic algorithms and deep models on recommender system

hystrix icon hystrix

Hystrix is a latency and fault tolerance library designed to isolate points of access to remote systems, services and 3rd party libraries, stop cascading failure and enable resilience in complex distributed systems where failure is inevitable.

inttower icon inttower

Source code of CIKM 2022 and DLP-KDD workshop 2022 Best Paper: IntTower-“ IntTower: the Next Generation of Two-Tower Model for Pre-ranking System”

kaggle_pbr icon kaggle_pbr

My best submission to the Kaggle competition "Predicting a Biological Response", ranked 17th over 711 teams.

kagome icon kagome

Self-contained Japanese Morphological Analyzer written in pure Go

keras-bert icon keras-bert

Implementation of BERT that could load official pre-trained models for feature extraction and prediction

lambdafm icon lambdafm

LambdaFM: Learning Optimal Ranking with Factorization Machines Using Lambda Surrogates

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