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labs-machine-learning

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Name		Name	Last commit message	Last commit date
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ID3		ID3
assets		assets
linear-regression		linear-regression
opencv		opencv
visualizer		visualizer
.gitignore		.gitignore
DE_101.ipynb		DE_101.ipynb
DS_1_Introduction.ipynb		DS_1_Introduction.ipynb
DS_2_Workflows.ipynb		DS_2_Workflows.ipynb
DS_3_EDA_1.ipynb		DS_3_EDA_1.ipynb
Intro_Entropy.ipynb		Intro_Entropy.ipynb
README.md		README.md
stats.py		stats.py
stub_pyspark.py		stub_pyspark.py

README.md

ml-stuff

machine learning, AI, deep learning stuff

Machine learning Labs

Lab descriptions

Set-up:

Check jupyter-intro folder

Structure:

implementations of the algorithms presented at course
opencv/ - image recognition programs

Implementations

data structrure for ID3
Linear regression - used Scikit
visualizer for the linear regression dataset from CMU, and the output of the algorithm