biof509

Course materials for the BIOF509 course on Machine Learning and Object Oriented Programming with Python

Name		Name	Last commit message	Last commit date
Latest commit History 99 Commits
_sources		_sources
_static		_static
docs		docs
doctrees		doctrees
resources		resources
syllabus		syllabus
week1		week1
week10		week10
week11		week11
week12		week12
week13		week13
week14		week14
week2		week2
week3		week3
week4		week4
week5		week5
week6		week6
week7		week7
week8		week8
week9		week9
.buildinfo		.buildinfo
.gitignore		.gitignore
.nojekyll		.nojekyll
LICENSE		LICENSE
README.md		README.md
Wk01-Overview-solution.ipynb		Wk01-Overview-solution.ipynb
Wk01-Overview.ipynb		Wk01-Overview.ipynb
Wk02-Common-ML-tasks.zip		Wk02-Common-ML-tasks.zip
Wk02-exercise-solutions.zip		Wk02-exercise-solutions.zip
Wk03-Numpy-model-package-survey.ipynb		Wk03-Numpy-model-package-survey.ipynb
Wk04-Data-retrieval-and-preprocessing-Solutions.ipynb		Wk04-Data-retrieval-and-preprocessing-Solutions.ipynb
Wk04-Data-retrieval-and-preprocessing.ipynb		Wk04-Data-retrieval-and-preprocessing.ipynb
Wk05-regression-classification-merged.ipynb		Wk05-regression-classification-merged.ipynb
Wk06-classification-and-clustering.ipynb		Wk06-classification-and-clustering.ipynb
Wk07-dimensionality-reduction-and-feature-selection.ipynb		Wk07-dimensionality-reduction-and-feature-selection.ipynb
Wk08-machine-learning-workflow-in-class-complete.ipynb		Wk08-machine-learning-workflow-in-class-complete.ipynb
Wk08-machine-learning-workflow.ipynb		Wk08-machine-learning-workflow.ipynb
Wk09-Advanced-ML-tasks-Active-Learning.ipynb		Wk09-Advanced-ML-tasks-Active-Learning.ipynb
Wk09-Advanced-ML-tasks-Anomaly-Detection.ipynb		Wk09-Advanced-ML-tasks-Anomaly-Detection.ipynb
Wk09-Advanced-ML-tasks-Deep-Learning.ipynb		Wk09-Advanced-ML-tasks-Deep-Learning.ipynb
Wk09-Advanced-ML-tasks-Recommendation-Systems.ipynb		Wk09-Advanced-ML-tasks-Recommendation-Systems.ipynb
Wk09-Advanced-ML-tasks-Reinforcement-Learning.ipynb		Wk09-Advanced-ML-tasks-Reinforcement-Learning.ipynb
Wk09-Advanced-ML-tasks-Semi-supervised-Learning.ipynb		Wk09-Advanced-ML-tasks-Semi-supervised-Learning.ipynb
Wk10-Paradigms-in-class-additions.ipynb		Wk10-Paradigms-in-class-additions.ipynb
Wk10-Paradigms.ipynb		Wk10-Paradigms.ipynb
Wk11-Inheritance-Abstraction-in-class.ipynb		Wk11-Inheritance-Abstraction-in-class.ipynb
Wk11-Inheritance-Abstraction.ipynb		Wk11-Inheritance-Abstraction.ipynb
Wk12-GUI.zip		Wk12-GUI.zip
Wk13-Web.zip		Wk13-Web.zip
Wk14-Summary.zip		Wk14-Summary.zip
clustering.ipynb		clustering.ipynb
clustering.png		clustering.png
genindex.html		genindex.html
index.html		index.html
objects.inv		objects.inv
plot_cluster_comparison_001.png		plot_cluster_comparison_001.png
protein_expression.BRCA-US.tsv.gz		protein_expression.BRCA-US.tsv.gz
search.html		search.html
searchindex.js		searchindex.js

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