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Xiang Li's Projects

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A collection of anomaly detection methods (iid/point-based, graph and time series) including active learning for anomaly detection/discovery, bayesian rule-mining, description for diversity/explanation/interpretability. Analysis of incorporating label feedback with ensemble and tree-based detectors. Includes adversarial attacks with Graph Convolutional Network.

amen icon amen

Anomaly Mining of Entity Neighborhoods (AMEN)

async-rl icon async-rl

Tensorflow + Keras + OpenAI Gym implementation of 1-step Q Learning from "Asynchronous Methods for Deep Reinforcement Learning"

atari-py icon atari-py

A packaged and slightly-modified version of https://github.com/bbitmaster/ale_python_interface

cnfonts icon cnfonts

emacs中文字体配置工具。可以快速方便的的实现中文字体和英文字体等宽(也就是常说的中英文对齐)。

data.table icon data.table

R's data.table package extends data.frame. More info:

database icon database

Blazegraph High Performance Graph Database

davis icon davis

data visualization related.

densealert icon densealert

DenseAlert: Incremental Dense-SubTensor Detection in Tensor Streams (KDD'17)

easyml icon easyml

Easy Machine Learning is a general-purpose dataflow-based system for easing the process of applying machine learning algorithms to real world tasks.

esl icon esl

enterprise standard loader

geminigraph icon geminigraph

A computation-centric distributed graph processing system.

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