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wsgan001's Projects

losp icon losp

Detecting Overlapping Communities from Local Spectral Subspaces

louvain icon louvain

Java implementation of the Louvain method of community detection in graphs

louvain-igraph icon louvain-igraph

Implementation of the Louvain algorithm for community detection with various methods for use with igraph in python.

lr-miner icon lr-miner

ICDM 2018 - Finding Maximal Significant Linear Representation between Long Time Series

lstm icon lstm

Minimal, clean example of lstm neural network training in python, for learning purposes.

ltm icon ltm

Code for ICML 2014 paper "Topic Modeling using Topics from Many Domains, Lifelong Learning and Big Data"

ltr-ie icon ltr-ie

Learning to Rank for Information Extraction

lzrdm1000 icon lzrdm1000

collaborative music sequencer for tabletop devices

mabc icon mabc

A modified artificial bee colony algorithm

mabed icon mabed

Mention-anomaly-based event detection and tracking in Twitter

mabmaxdiff icon mabmaxdiff

exponential weighted true utility of the top $k$ items

machine-learning-1 icon machine-learning-1

Four projects that implement Supervised Learning, Randomized Optimization, Unsupervised Learning and Dimensionality Reduction, and Markov Decision Processes algorithms. Several algorithms for each are explored and compared with each other. Algorithms are implemented using Weka, ABAGAIL, and BURLAP in Java and Scikit-learn in Python.

machinelearning icon machinelearning

some notes about the basic knowledge of machine learning and data mining

malware_api_class icon malware_api_class

Malware dataset for security researchers, data scientists. Public malware dataset generated by Cuckoo Sandbox based on Windows OS API calls analysis for cyber security researchers

mapreduce icon mapreduce

this is a project for servicing my major:association rules mining

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