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Lily's Projects

anomaly-detection icon anomaly-detection

In this project, I carried out detailed detection of outliers in a health care providers dataset using different anomaly detection algorithms including Isolation Forest, Local Outlier Factor and Elliptic Envelope algorithms

chineseblue icon chineseblue

Chinese Biomedical Language Understanding Evaluation benchmark (ChineseBLUE)

dynamictriad icon dynamictriad

Dynamic Network Embedding by Modeling Triadic Closure Process

keras-for-fraud-detection icon keras-for-fraud-detection

Application of deep learning Keras to Bitcoin graph data set - Elliptic Data Set. The data set can be found here https://www.kaggle.com/ellipticco/elliptic-data-set

latticelstm icon latticelstm

Chinese NER using Lattice LSTM. Code for ACL 2018 paper.

netwalk icon netwalk

Implementation of the Paper(KDD'18) NetWalk: A Flexible Deep Embedding Approach for Anomaly Detection in Dynamic Networks.

nlpgnn icon nlpgnn

1. Use BERT, ALBERT and GPT2 as tensorflow2.0's layer. 2. Implement GCN, GAN, GIN and GraphSAGE based on message passing.

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