Sunbelt Computer Software

######## Hands-on with sklearn package and the examples provided

The point is to try to answer the question - for different types of data, which preprocessing, feature-learning and predictive models are most approporiate.

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readme.md

Name		Name	Last commit message	Last commit date
parent directory ..
.ipynb_checkpoints		.ipynb_checkpoints
AUDIO - signal classification (genres).ipynb		AUDIO - signal classification (genres).ipynb
BENCHMARK - text classifcation.ipynb		BENCHMARK - text classifcation.ipynb
CLUSTERING - comparison on data.ipynb		CLUSTERING - comparison on data.ipynb
CLUSTERING text docs with LSA.ipynb		CLUSTERING text docs with LSA.ipynb
DECOMPOSITION - PCA vs LDA.ipynb		DECOMPOSITION - PCA vs LDA.ipynb
DECOMPOSITION - pca vs pls on solution data.ipynb		DECOMPOSITION - pca vs pls on solution data.ipynb
FEATURE - dynamic time warping for images.ipynb		FEATURE - dynamic time warping for images.ipynb
FEATURES - different extraction method.ipynb		FEATURES - different extraction method.ipynb
IMAGES - benchmark features.ipynb		IMAGES - benchmark features.ipynb
MANIFOLD - comparison on blackbox.ipynb		MANIFOLD - comparison on blackbox.ipynb
PRACTICE - time series + covariance + clustering.ipynb		PRACTICE - time series + covariance + clustering.ipynb
PRACTICE blackbox again.ipynb		PRACTICE blackbox again.ipynb
PREPROCESSING face recognition.ipynb		PREPROCESSING face recognition.ipynb
PREPROCESSING - different data and methods.ipynb		PREPROCESSING - different data and methods.ipynb
SAMPLING - kde on digits.ipynb		SAMPLING - kde on digits.ipynb
SAMPLING GMM v.s. Dirichlet Process.ipynb		SAMPLING GMM v.s. Dirichlet Process.ipynb
SEMISUPERVISED LabelSpreading on Digits.ipynb		SEMISUPERVISED LabelSpreading on Digits.ipynb
TEXT - sentimental analysis.ipynb		TEXT - sentimental analysis.ipynb
TEXTBOOK - feature learning.ipynb		TEXTBOOK - feature learning.ipynb
TEXTBOOK - learning curve.ipynb		TEXTBOOK - learning curve.ipynb
data		data
iterate.dat		iterate.dat
readme.md		readme.md
tree.dot		tree.dot
tree.png		tree.png

Sunbelt Computer Software

PL/B Language Development and Support

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