This repository has been created just for warm-up in machine learning and there are my simulation files of UT-ML course HWs.
svm
linear-regression
neural-networks
pca
ensemble-learning
convolutional-neural-networks
adaboost
lda
decision-tree
dimension-reduction
bayes-classification
maximum-likelihood-estimation
maximum-a-posteriori-estimation
k-means-clustering
bias-variance-tradeoff
madaline
gmm-clustering
k-nearest-neighbor-classifier
logestic-regression
hierarchicla-clustering
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Updated
Nov 5, 2023 - Jupyter Notebook