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.

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Videos and class questions for each week

Name		Name	Last commit message	Last commit date
Latest commit History 222 Commits
2024/A1		2024/A1
0_to_AI_in_10_Lines_of_Python.ipynb		0_to_AI_in_10_Lines_of_Python.ipynb
AND-NEURON.html		AND-NEURON.html
DM_1_kNN.ipynb		DM_1_kNN.ipynb
DataMining2024_assignment_2.ipynb		DataMining2024_assignment_2.ipynb
GPGen.ipynb		GPGen.ipynb
MinimalDM.ipynb		MinimalDM.ipynb
PVI.ipynb		PVI.ipynb
README.md		README.md
RMT.ipynb		RMT.ipynb
SS.pdf		SS.pdf
affine_transformation.ipynb		affine_transformation.ipynb
attention.html		attention.html
autoenncoders.ipynb		autoenncoders.ipynb
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
cnn_mnist_pytorch.ipynb		cnn_mnist_pytorch.ipynb
distance_dot.html		distance_dot.html
dm_lab_2_fm.ipynb		dm_lab_2_fm.ipynb
evaluation_example.ipynb		evaluation_example.ipynb
fourier.html		fourier.html
fourier.ipynb		fourier.ipynb
fourier_phase.ipynb		fourier_phase.ipynb
gd.py		gd.py
gibbs.html		gibbs.html
gpt_finite_state.ipynb		gpt_finite_state.ipynb
gradients.html		gradients.html
harris.html		harris.html
highdimensiondistance.py		highdimensiondistance.py
in.jpg		in.jpg
inferring_causality.ipynb		inferring_causality.ipynb
keras_barebones.ipynb		keras_barebones.ipynb
kernelizedSVM_pytorch.py		kernelizedSVM_pytorch.py
learn_filters.ipynb		learn_filters.ipynb
learn_filters.py		learn_filters.py
lines.html		lines.html
lpips.ipynb		lpips.ipynb
mixed_effects_model_tutorial.ipynb		mixed_effects_model_tutorial.ipynb
mnist_transformer.ipynb		mnist_transformer.ipynb
mosvm_pytorch.ipynb		mosvm_pytorch.ipynb
multilinear.ipynb		multilinear.ipynb
perceptron.py		perceptron.py
perceptron_video.py		perceptron_video.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
regression_residuals.ipynb		regression_residuals.ipynb
resnet_mnist.ipynb		resnet_mnist.ipynb
rgb2hed.ipynb		rgb2hed.ipynb
simpleGAN.ipynb		simpleGAN.ipynb
transformation.html		transformation.html
transformations.ipynb		transformations.ipynb
trees.ipynb		trees.ipynb
uniapprox.ipynb		uniapprox.ipynb
vapnik.ipynb		vapnik.ipynb
vapnik2.ipynb		vapnik2.ipynb
xor_gnn.ipynb		xor_gnn.ipynb
xor_gpt_finite_state.ipynb		xor_gpt_finite_state.ipynb
xor_transformer.ipynb		xor_transformer.ipynb
xornet_batch_normalization.ipynb		xornet_batch_normalization.ipynb

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