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derrickburns
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generalized-kmeans-clustering
Spark library for generalized K-Means clustering. Supports general Bregman divergences. Suitable for clustering probabilistic data, time series data, high dimensional data, and very large data.
https://generalized-kmeans-clustering.massivedatascience.com/
Apache License 2.0
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Updated readme.
#26
derrickburns
closed
9 years ago
0
Need to compress mutable clusters into immutable clusters before aggrega...
#25
derrickburns
closed
9 years ago
0
Updated README
#24
derrickburns
closed
9 years ago
0
Changed variable names and fixed bad comment.
#23
derrickburns
closed
9 years ago
0
Simplified KMeansPlusPlus, introduced cluster factor into TrackingKMeans.
#22
derrickburns
closed
9 years ago
0
Integrated performance enhancement to KMeans|| from @mengxr
#21
derrickburns
closed
9 years ago
0
Updated readme to add support for sparse data.
#20
derrickburns
closed
9 years ago
0
Fixed issues with sparse vector clustering.
#19
derrickburns
closed
9 years ago
0
Visibility changes.
#18
derrickburns
closed
9 years ago
0
Fixed issue with SparseVector size field.
#17
derrickburns
closed
9 years ago
0
Fixed bugs in sparse axpy implementation.
#16
derrickburns
closed
9 years ago
0
Fixed bug in vector iterators.
#15
derrickburns
closed
9 years ago
0
Added license file and CentroidProvider traits.
#14
derrickburns
closed
9 years ago
0
Refactored Log function.
#13
derrickburns
closed
9 years ago
0
Fixed naming.
#12
derrickburns
closed
9 years ago
0
Added more variants of Kullback-Leibler divergence.
#11
derrickburns
closed
9 years ago
0
Simplified implementation of KL divergence.
#10
derrickburns
closed
9 years ago
0
Added developer and scm info.
#9
derrickburns
closed
9 years ago
0
Updaed README to add Itakura-Saito divergence.
#8
derrickburns
closed
9 years ago
0
Gradient fixes
#7
derrickburns
closed
9 years ago
0
Added new divergences.
#6
derrickburns
closed
9 years ago
0
Fixes for dealing with sparse vectors.
#5
derrickburns
closed
9 years ago
0
Fixed serializability, log(0.0), and adding sparse vectors.
#4
derrickburns
closed
9 years ago
0
Added SmoothedKullbackLeiblerPointOps
#3
derrickburns
closed
9 years ago
0
Fixed pom to actually compile scala files.
#2
derrickburns
closed
9 years ago
0
Updated pom
#1
derrickburns
closed
9 years ago
0
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