文件名称:lightlda-master
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- 上传时间：2016-03-08
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文件大小：47.83kb
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LightLDA is a distributed system for large scale topic modeling. It implements a distributed sampler that enables very large data sizes and models. LightLDA improves sampling throughput and convergence speed via a fast O(1) metropolis-Hastings algorithm, and allows small cluster to tackle very large data and model sizes through model scheduling and data parallelism architecture. LightLDA is implemented with C++ for performance consideration.
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下载文件列表
lightlda-master/
lightlda-master/.gitignore
lightlda-master/LICENSE
lightlda-master/Makefile
lightlda-master/README.md
lightlda-master/build.sh
lightlda-master/example/
lightlda-master/example/README.md
lightlda-master/example/get_meta.py
lightlda-master/example/nytimes.sh
lightlda-master/example/pubmed.sh
lightlda-master/example/text2libsvm.py
lightlda-master/inference/
lightlda-master/inference/infer.cpp
lightlda-master/inference/inferer.cpp
lightlda-master/inference/inferer.h
lightlda-master/preprocess/
lightlda-master/preprocess/dump_binary.cpp
lightlda-master/src/
lightlda-master/src/alias_table.cpp
lightlda-master/src/alias_table.h
lightlda-master/src/common.cpp
lightlda-master/src/common.h
lightlda-master/src/data_block.cpp
lightlda-master/src/data_block.h
lightlda-master/src/data_stream.cpp
lightlda-master/src/data_stream.h
lightlda-master/src/document.cpp
lightlda-master/src/document.h
lightlda-master/src/eval.cpp
lightlda-master/src/eval.h
lightlda-master/src/lightlda.cpp
lightlda-master/src/meta.cpp
lightlda-master/src/meta.h
lightlda-master/src/model.cpp
lightlda-master/src/model.h
lightlda-master/src/sampler.cpp
lightlda-master/src/sampler.h
lightlda-master/src/trainer.cpp
lightlda-master/src/trainer.h
lightlda-master/src/util.h
lightlda-master/windows/
lightlda-master/windows/README.md
lightlda-master/windows/dump_binary/
lightlda-master/windows/dump_binary/dump_binary.vcxproj
lightlda-master/windows/infer/
lightlda-master/windows/infer/infer.vcxproj
lightlda-master/windows/lightlda.sln
lightlda-master/windows/lightlda/
lightlda-master/windows/lightlda/lightlda.vcxproj
lightlda-master/.gitignore
lightlda-master/LICENSE
lightlda-master/Makefile
lightlda-master/README.md
lightlda-master/build.sh
lightlda-master/example/
lightlda-master/example/README.md
lightlda-master/example/get_meta.py
lightlda-master/example/nytimes.sh
lightlda-master/example/pubmed.sh
lightlda-master/example/text2libsvm.py
lightlda-master/inference/
lightlda-master/inference/infer.cpp
lightlda-master/inference/inferer.cpp
lightlda-master/inference/inferer.h
lightlda-master/preprocess/
lightlda-master/preprocess/dump_binary.cpp
lightlda-master/src/
lightlda-master/src/alias_table.cpp
lightlda-master/src/alias_table.h
lightlda-master/src/common.cpp
lightlda-master/src/common.h
lightlda-master/src/data_block.cpp
lightlda-master/src/data_block.h
lightlda-master/src/data_stream.cpp
lightlda-master/src/data_stream.h
lightlda-master/src/document.cpp
lightlda-master/src/document.h
lightlda-master/src/eval.cpp
lightlda-master/src/eval.h
lightlda-master/src/lightlda.cpp
lightlda-master/src/meta.cpp
lightlda-master/src/meta.h
lightlda-master/src/model.cpp
lightlda-master/src/model.h
lightlda-master/src/sampler.cpp
lightlda-master/src/sampler.h
lightlda-master/src/trainer.cpp
lightlda-master/src/trainer.h
lightlda-master/src/util.h
lightlda-master/windows/
lightlda-master/windows/README.md
lightlda-master/windows/dump_binary/
lightlda-master/windows/dump_binary/dump_binary.vcxproj
lightlda-master/windows/infer/
lightlda-master/windows/infer/infer.vcxproj
lightlda-master/windows/lightlda.sln
lightlda-master/windows/lightlda/
lightlda-master/windows/lightlda/lightlda.vcxproj
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