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leowan's Projects

association-analysis icon association-analysis

Reference Implementation of [Agrawal, R., et al., 1994] & Reference Implementation of [Han, J., et al., 2004]

bandit icon bandit

Reference Implementation of [Agrawal, Goyal, 2013] Reference Implementation of [Chapelle, Li, 2011]

brpc icon brpc

Most common RPC framework used throughout Baidu, with 600,000+ instances and 500+ kinds of services, called "baidu-rpc" inside Baidu.

cofacto icon cofacto

Reference Implementation of [D. Liang, J. Altosaar, et al., 2016]

hnsw icon hnsw

Hierarchical Navigable Small World implemented ANN (ref: https://github.com/nmslib/hnswlib)

lambdarank icon lambdarank

Reference implementation of [Burges, C., et al., 2007]

mv-dnn icon mv-dnn

Reference implementation of [A. Elkahky, et al., 2016]

n2v icon n2v

Modified version of node2vec (play around)

rank_net icon rank_net

Reference implementation of [Burges, C., et al., 2005]

recsys icon recsys

A recommendation system framework inspired by OpenRec

res_net icon res_net

Reference implementation of [K. He, et al., 2015&2016]

svms icon svms

schematic intro to SVMs

tensorflow-cpp icon tensorflow-cpp

Snippets for Tensorflow cpp environment porting and online inference

tfdeepfmclassifier icon tfdeepfmclassifier

Deep Factorization Machine with Wide & Deep structure implemented in Tensorflow

tffmclassifier icon tffmclassifier

Factorization Machine implemented in Tensorflow with sklearn APIs

tflrclassifier icon tflrclassifier

Logistic Regression implemented in Tensorflow with sklearn APIs

vaecf icon vaecf

Reference Implementation of [D. Liang, R. Krishnan, et al., 2018]

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