rh01 / unsupervised Public

机器学习Coursera专项课程第四门课程-聚类与检索，代码和作业

Notifications

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
(OPTIONAL) A worked-out example for KD-trees _ Coursera.pdf		(OPTIONAL) A worked-out example for KD-trees _ Coursera.pdf
.gitignore		.gitignore
0_nearest-neighbors-features-and-metrics_blank.ipynb		0_nearest-neighbors-features-and-metrics_blank.ipynb
1_nearest-neighbors-lsh-implementation_blank.ipynb		1_nearest-neighbors-lsh-implementation_blank.ipynb
2_kmeans-with-text-data_blank.ipynb		2_kmeans-with-text-data_blank.ipynb
3_em-for-gmm_blank.ipynb		3_em-for-gmm_blank.ipynb
4_em-with-text-data_blank.ipynb		4_em-with-text-data_blank.ipynb
5_lda_blank.ipynb		5_lda_blank.ipynb
6_hierarchical_clustering_blank.ipynb		6_hierarchical_clustering_blank.ipynb
LICENSE		LICENSE
README.md		README.md
_52cda80484a9fa795a5d6d9e9b4b60c2_closing-annotated.pdf		_52cda80484a9fa795a5d6d9e9b4b60c2_closing-annotated.pdf
_887cfef01c46924f8cd2a38cc099fa07_retrieval-intro-annotated.pdf		_887cfef01c46924f8cd2a38cc099fa07_retrieval-intro-annotated.pdf
_f08ba67bde167c4bc795dd4115fca117_kmeans-annotated.pdf		_f08ba67bde167c4bc795dd4115fca117_kmeans-annotated.pdf
_f63b00368cee606e93bf24ff2fafa1a4_LDA-annotated.pdf		_f63b00368cee606e93bf24ff2fafa1a4_LDA-annotated.pdf
_f63b00368cee606e93bf24ff2fafa1a4_mixmodel-EM-annotated.pdf		_f63b00368cee606e93bf24ff2fafa1a4_mixmodel-EM-annotated.pdf
chosen_images.png		chosen_images.png
em_utilities.py		em_utilities.py
images.sf.zip		images.sf.zip
topic_models.zip		topic_models.zip