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LMW-tree
Learning M-Way Tree - Web Scale Clustering - EM-tree, K-tree, k-means, TSVQ, repeated k-means, bitwise clustering
http://lmwtree.devries.ninja
BSD 3-Clause "New" or "Revised" License
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Sparsify bitmap lookups
#35
cmdevries
opened
7 years ago
0
Evaluate full SIMD Hamming distance performance
#34
cmdevries
opened
8 years ago
1
Make CMake build cross platform
#33
cmdevries
opened
9 years ago
0
Move all external libraries to external/ and create Makefile
#32
cmdevries
closed
10 years ago
1
Improve memory allocation and locality
#31
cmdevries
opened
10 years ago
0
Implement configurable document processing pipeline
#30
cmdevries
opened
10 years ago
0
Check tests memory and threads with valgrind and helgrind as part of build
#29
cmdevries
opened
10 years ago
0
Static analysis with Coverity
#28
cmdevries
opened
10 years ago
0
Support compressed storage of document vectors
#27
cmdevries
opened
10 years ago
1
Weighting functions for document vectors
#26
cmdevries
opened
10 years ago
0
Upgrade to TBB 4.3
#25
cmdevries
opened
10 years ago
0
Upgrade to Boost 1.57.0
#24
cmdevries
closed
9 years ago
1
Use folly and jemalloc
#23
cmdevries
opened
10 years ago
0
Compile with Clang
#22
cmdevries
closed
9 years ago
1
Compile with GCC 4.9
#21
cmdevries
closed
9 years ago
1
Introduce build in CMake
#20
cmdevries
closed
9 years ago
2
Implement reflexive random indexing
#19
cmdevries
opened
10 years ago
0
Create unit tests
#18
cmdevries
opened
10 years ago
0
Setup regression testing
#17
cmdevries
opened
10 years ago
0
Reduce memory overhead of vector IDs
#16
cmdevries
opened
10 years ago
0
Write user manual
#15
cmdevries
opened
10 years ago
0
Create a collection of examples of using the library
#14
cmdevries
opened
10 years ago
0
Load standard data formats
#13
cmdevries
opened
10 years ago
0
Add random projections and signature generation
#12
cmdevries
opened
10 years ago
0
Finish implementing indexer
#11
cmdevries
opened
10 years ago
0
Make streaming EM-tree working for non-bitvector types
#10
cmdevries
opened
10 years ago
0
Consider switching non-performance critical sections to interfaces
#9
cmdevries
closed
9 years ago
1
Remove manual memory management
#8
cmdevries
opened
10 years ago
0
Fix const correctness
#7
cmdevries
opened
10 years ago
0
Switch accumulator vectors to atomic<int> vectors and remove locking
#6
cmdevries
closed
9 years ago
1
Implement distributed version of streaming parallel EM-tree
#5
cmdevries
opened
10 years ago
0
Investigate using Armadillo for everything but bit vectors.
#4
cmdevries
opened
10 years ago
1
Unroll loops for Hamming distance
#3
cmdevries
closed
9 years ago
1
Implement mini-batch stochastic gradient descent parallel streaming EM-tree
#2
cmdevries
closed
9 years ago
1
Fix the K-tree implementation
#1
cmdevries
opened
10 years ago
0