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ericalingyuan's Projects

addict icon addict

The Python Dict that's better than heroin.

clustering icon clustering

A collection of Java applets that visualize different clustering algorithms. The algorithms are modified show that each step could be animated. There are four algorithms used in here. KMeans, ISODATA, FLAME and DBSCAN. Run the Plot<Name>.java file as an applet to see the aniamtion. The data is randomly gnerated but you could generate it in some pattern relevant to the clustering algorithm.

dbscan icon dbscan

DBScan-Data clustering algorithm in Java (with Gui)

densitypeakcluster icon densitypeakcluster

A cluster framework for 'Clustering by fast search and find of density peaks' in science 2014.

grammaregex icon grammaregex

Regex like pattern tree matching but on sentence's tree instead of Strings

jdml icon jdml

An interface of mllib and ml algorithms implemented by jddata with spark

libsvm-java-kernel icon libsvm-java-kernel

Refactored libsvm for easily plugging custom kernels (e.g., Tree Kernel) written in Java.

nnet icon nnet

Neural networks in NumPy/Cython

optimal-lsh icon optimal-lsh

This package provides an efficient implementation of locality-sensitve hashing (LSH)

reinforcement-learning icon reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

tarsoslsh icon tarsoslsh

A Java library implementing Locality-sensitive Hashing (LSH), a practical nearest neighbour search algorithm for multidimensional vectors that operates in sublinear time.

wiki2vec icon wiki2vec

Generating Vectors for DBpedia Entities via Word2Vec and Wikipedia Dumps

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