submodlib

(★ 132)

Summarize Massive Datasets using Submodular Optimization

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최종 버전 다운로드 (.zip)

- - python-publish.yml
- launch.json
- settings.json
- - submodlib_apricot_grand3.csv
  - submodlib_apricot_grand4.csv
  - submodlib_apricot_grand5.csv
  - submodlib_apricot_grand6.csv
  - submodlib_apricot_grand7.csv
- Apricot_analysis.ipynb
- apricot_mem_analysis_large.py
- apricot_mem_analysis_small.py
- grandApricotComparison.py
- grandApricotComparison2.py
- grandApricotComparison3.py
- grandApricotComparison4.py
- kernelCreationTiming.py
- kernelCreationTiming2.py
- profiling.py
- resSpaceAnalysis.py
- Space_Analysis.ipynb
- Timing Analysis.ipynb
- Timing_Analysis.ipynb
- timingComparisonAll.py
- timingComparisonApricot.py
- - FacilityLocationConditionalMutualInformation.cpp
  - FacilityLocationConditionalMutualInformation.h
  - LogDeterminantConditionalMutualInformation.cpp
  - LogDeterminantConditionalMutualInformation.h
  - ProbabilisticSetCoverConditionalMutualInformation.cpp
  - ProbabilisticSetCoverConditionalMutualInformation.h
  - SetCoverConditionalMutualInformation.cpp
  - SetCoverConditionalMutualInformation.h
- - ConditionalGain.cpp
  - ConditionalGain.h
  - FacilityLocationConditionalGain.cpp
  - FacilityLocationConditionalGain.h
  - GraphCutConditionalGain.cpp
  - GraphCutConditionalGain.h
  - LogDeterminantConditionalGain.cpp
  - LogDeterminantConditionalGain.h
  - ProbabilisticSetCoverConditionalGain.cpp
  - ProbabilisticSetCoverConditionalGain.h
  - SetCoverConditionalGain.cpp
  - SetCoverConditionalGain.h
- - LazierThanLazyGreedyOptimizer.cpp
  - LazierThanLazyGreedyOptimizer.h
  - LazyGreedyOptimizer.cpp
  - LazyGreedyOptimizer.h
  - NaiveGreedyOptimizer.cpp
  - NaiveGreedyOptimizer.h
  - StochasticGreedyOptimizer.cpp
  - StochasticGreedyOptimizer.h
- - ConcaveOverModular.cpp
  - ConcaveOverModular.h
  - FacilityLocationMutualInformation.cpp
  - FacilityLocationMutualInformation.h
  - FacilityLocationVariantMutualInformation.cpp
  - FacilityLocationVariantMutualInformation.h
  - GraphCutMutualInformation.cpp
  - GraphCutMutualInformation.h
  - LogDeterminantMutualInformation.cpp
  - LogDeterminantMutualInformation.h
  - MutualInformation.cpp
  - MutualInformation.h
  - ProbabilisticSetCoverMutualInformation.cpp
  - ProbabilisticSetCoverMutualInformation.h
  - SetCoverMutualInformation.cpp
  - SetCoverMutualInformation.h
- - DisparityMin.cpp
  - DisparityMin.h
  - DisparitySum.cpp
  - DisparitySum.h
  - FacilityLocation.cpp
  - FacilityLocation.h
  - FacilityLocation2.cpp
  - FacilityLocation2.h
  - FeatureBased.cpp
  - FeatureBased.h
  - GraphCut.cpp
  - GraphCut.h
  - LogDeterminant.cpp
  - LogDeterminant.h
  - ProbabilisticSetCover.cpp
  - ProbabilisticSetCover.h
  - SetCover.cpp
  - SetCover.h
- - helper
  - helper.cpp
  - helper.cpp.numpy
  - helper.h
  - helper.h.numpy
  - sparse_utils.cpp
  - sparse_utils.h
  - SparseVector.cpp.old
  - SparseVector.h.old
- - wr_Clustered.cpp
  - wr_ClusteredFunction.cpp.old
  - wr_ConcaveOverModular.cpp
  - wr_DisparityMin.cpp
  - wr_DisparitySum.cpp
  - wr_FacilityLocation.cpp
  - wr_FacilityLocation2.cpp
  - wr_FacilityLocationConditionalGain.cpp
  - wr_FacilityLocationConditionalMutualInformation.cpp
  - wr_FacilityLocationMutualInformation.cpp
  - wr_FacilityLocationVariantMutualInformation.cpp
  - wr_FeatureBased.cpp
  - wr_GraphCut.cpp
  - wr_GraphCutConditionalGain.cpp
  - wr_GraphCutMutualInformation.cpp
  - wr_helper.cpp
  - wr_helper.cpp.numpy
  - wr_LogDeterminant.cpp
  - wr_LogDeterminantConditionalGain.cpp
  - wr_LogDeterminantConditionalMutualInformation.cpp
  - wr_LogDeterminantMutualInformation.cpp
  - wr_NaiveGreedyOptimizer.cpp.old
  - wr_ProbabilisticSetCover.cpp
  - wr_ProbabilisticSetCoverConditionalGain.cpp
  - wr_ProbabilisticSetCoverConditionalMutualInformation.cpp
  - wr_ProbabilisticSetCoverMutualInformation.cpp
  - wr_set.cpp.old
  - wr_SetCover.cpp
  - wr_SetCoverConditionalGain.cpp
  - wr_SetCoverConditionalMutualInformation.cpp
  - wr_SetCoverMutualInformation.cpp
  - wr_sparse_utils.cpp
  - wrapper.cpp
  - wrapper.h
- Clustered.cpp
- Clustered.h
- Mixture.cpp
- set.cpp.old
- set.h.old
- SetFunction.cpp
- SetFunction.h
- - conf.py
  - index.rst
  - index.rst.full
  - ref.bib
  - zbibliography.rst
- make.bat
- Makefile
- - __init__.py
  - clustered.py
  - concaveOverModular.py
  - conditionalGain.py.old
  - conditionalMutualInformation.py.old
  - disparityMin.py
  - disparitySum.py
  - facilityLocation.py
  - facilityLocation.py.numpy
  - facilityLocationConditionalGain.py
  - facilityLocationConditionalMutualInformation.py
  - facilityLocationMutualInformation.py
  - facilityLocationVariantMutualInformation.py
  - featureBased.py
  - graphCut.py
  - graphCutConditionalGain.py
  - graphCutMutualInformation.py
  - logDeterminant.py
  - logDeterminantConditionalGain.py
  - logDeterminantConditionalMutualInformation.py
  - logDeterminantMutualInformation.py
  - mixture.py
  - probabilisticSetCover.py
  - probabilisticSetCoverConditionalGain.py
  - probabilisticSetCoverConditionalMutualInformation.py
  - probabilisticSetCoverMutualInformation.py
  - saturatedCoverage.py
  - setCover.py
  - setCoverConditionalGain.py
  - setCoverConditionalMutualInformation.py
  - setCoverMutualInformation.py
  - setFunction.py
  - submodularMutualInformation.py.old
- __init__.py
- helper.py
- myfunctions.py
- optimizers.py.old
- __init__.py
- CF_dryrun.py
- cpp_helper_dryrun.py
- denseKernelsCheck.py
- FL_dryrun2.py
- FL_dryrun3.py
- temp
- tempTest.py
- tempTest2.py
- tempTest3.py
- tempTestCG.py
- tempTestDM.py
- tempTestFBOptimizer.py
- tempTestFL.py
- tempTestMI.py
- tempTestOptimizer.py
- tempTestOptimizer2.py
- test_all.py
- test_all.py.old
- test_cpp_helper.py
- test_FL.py.old
- test_helper.py
- test_myfunctions.py
- test_sparse_utils.py
- - Basic Usage.ipynb
  - Optimizers.ipynb
  - Representational Power of Different Functions.ipynb
- Different_Options_for_Usage.ipynb
- Image_Collection_Summarization.ipynb
- Modelling_Capabilities_of_CG_Functions.ipynb
- Modelling_Capabilities_of_CMI_Functions.ipynb
- Modelling_Capabilities_of_Regular_Submod_Functions.ipynb
- Modelling_Capabilities_of_SMI_Functions.ipynb
- Optimizers.ipynb
- Quantitative_Analysis_and_Effect_of_Parameters.ipynb
- Quantitative_Analysis_on_ImageNette.ipynb
.gitignore
build-wheels.sh
build_and_repair_wheels.sh
build_deploy.sh
dummyCommit.txt
LICENSE
MANIFEST.in
pyproject.toml
README.md
requirements.txt
setup.py
submodlib_logo.png
submodlib_logo.svg

# 설치 가이드

1. 코드 내려받기

git clone https://github.com/decile-team/submodlib

깃허브에서 프로젝트 코드 전체를 내 컴퓨터로 내려받습니다.

cd submodlib

방금 내려받은 프로젝트 폴더 안으로 이동합니다.

2. Python

쉬움 추천

사전 준비물

Git GitHub에서 프로젝트 코드를 내려받으려면 필요합니다.
Python 3 설치 시 'Add Python to PATH' 옵션을 꼭 체크하세요 (Windows).

* `$ pip install -U sphinx`

requirements.txt 등에 명시된 파이썬 라이브러리를 설치합니다.

* `$ pip install sphinxcontrib-bibtex`

requirements.txt 등에 명시된 파이썬 라이브러리를 설치합니다.

* `$ pip install sphinx-rtd-theme`

requirements.txt 등에 명시된 파이썬 라이브러리를 설치합니다.

* `$ pip install pytest`

requirements.txt 등에 명시된 파이썬 라이브러리를 설치합니다.

✅ 에러 메시지 없이 실행되고 터미널에 안내 문구가 출력되면 정상입니다.

이 레포의 README에 적힌 실제 명령어를 그대로 가져왔습니다.

submodlib

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# 설치 가이드

2. Python

오늘의 추천 프로젝트

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submodlib

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# 설치 가이드

2. Python

오늘의 추천 프로젝트

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Recent Feedback

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