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Ge Zhou's Projects

easy12306 icon easy12306

使用机器学习算法完成对12306验证码的自动识别

egads icon egads

Extendible Generic Anomaly Detection System

examples icon examples

A SimRank algorithm implementation using Spark

faceswap icon faceswap

Non official project based on original /r/Deepfakes thread. Many thanks to him!

finagle icon finagle

A fault tolerant, protocol-agnostic RPC system

ftrl icon ftrl

follow-the-regularized-leader implemented by java, with an example using criteo dataset.

gru4rec icon gru4rec

GRU4Rec is the cleaned & simplified implementation of the algorithm of the "Session-based Recommendations with Recurrent Neural Networks" paper, published at ICLR 2016. The code is stripped of features that we had found to be unhelpful in increasing accuracy.

hyperopt icon hyperopt

Distributed Asynchronous Hyperparameter Optimization in Python

jlbfgs icon jlbfgs

Limited-memory Broyden-Fletcher-Goldfarb-Shanno (L-BFGS) in Java

kaggle_crowdflower icon kaggle_crowdflower

1st Place Solution for Search Results Relevance Competition on Kaggle (https://www.kaggle.com/c/crowdflower-search-relevance)

keras-bert-kbqa icon keras-bert-kbqa

Keras solution of simple Knowledge-Based QA task with Pretrained Language Model: supporting BERT/RoBERTa/ALBERT

ladies icon ladies

Code for NeurIPS'19 "Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks"

lambdafm icon lambdafm

Multi-thread implementation of lambdaFM with FTRL for ranking problem. LambdaFM is a learning-to-rank algorithm by combining LambdaRank and Factorization Machines.

large-scale-lbfgs icon large-scale-lbfgs

a large scale lbfgs using a method in nips 2014 paper "Large-scale L-BFGS using MapReduce".

lbfgs icon lbfgs

This is a fork of optimization part of RISO project (http://riso.sourceforge.net/)

lda4j icon lda4j

A Java implemention of LDA(Latent Dirichlet Allocation)

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