Data Mining and Machine Learning

This is the repository for our 10 week Data Mining and Machine Learning Module (CS909 and CS429) at the University of Warwick by Fayyaz Minhas.

Name		Name	Last commit message	Last commit date
Latest commit History 105 Commits
2022		2022
2023		2023
A1		A1
0_to_AI_in_10_Lines_of_Python.ipynb		0_to_AI_in_10_Lines_of_Python.ipynb
A1-2022		A1-2022
DM_1_kNN.ipynb		DM_1_kNN.ipynb
MinimalDM.ipynb		MinimalDM.ipynb
PVI.ipynb		PVI.ipynb
README.md		README.md
barebones.ipynb		barebones.ipynb
barebones_tsvm.ipynb		barebones_tsvm.ipynb
barebones_tsvm_clean.ipynb		barebones_tsvm_clean.ipynb
barebones_tsvm_clean_moons.ipynb		barebones_tsvm_clean_moons.ipynb
barebones_tsvm_cleaned.ipynb		barebones_tsvm_cleaned.ipynb
dm_lab_2_fm.ipynb		dm_lab_2_fm.ipynb
evaluation_example.ipynb		evaluation_example.ipynb
gd.py		gd.py
highdimensiondistance.py		highdimensiondistance.py
in.jpg		in.jpg
keras_barebones.ipynb		keras_barebones.ipynb
kernelizedSVM_pytorch.py		kernelizedSVM_pytorch.py
learn_filters.py		learn_filters.py
perceptron.py		perceptron.py
plotit.py		plotit.py
pvalues.ipynb		pvalues.ipynb
pytorch_conv.py		pytorch_conv.py
pytorch_mlp_mnist.ipynb		pytorch_mlp_mnist.ipynb
pytorch_nn_barebones.ipynb		pytorch_nn_barebones.ipynb
regper.ipynb		regper.ipynb
regression.ipynb		regression.ipynb
rgb2hed.ipynb		rgb2hed.ipynb
simpleGAN.ipynb		simpleGAN.ipynb
transformations.ipynb		transformations.ipynb
trees.ipynb		trees.ipynb
uniapprox.ipynb		uniapprox.ipynb
vapnik.ipynb		vapnik.ipynb
vapnik2.ipynb		vapnik2.ipynb

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