CSML21

Notebook repository for the course "Computational Statistics and Machine Learning" - First Level Master in Data Science for Economics, Business and Finance at the University of Milan

Name		Name	Last commit message	Last commit date
Latest commit History 39 Commits
house_dataset		house_dataset
ArtificialNeuralNetworks.ipynb		ArtificialNeuralNetworks.ipynb
BankChurners.csv		BankChurners.csv
BankChurnersMissingData.csv		BankChurnersMissingData.csv
Classification.ipynb		Classification.ipynb
Clustering.ipynb		Clustering.ipynb
ConvolutionalNeuralNetwork-CNN.ipynb		ConvolutionalNeuralNetwork-CNN.ipynb
DNN-Training.ipynb		DNN-Training.ipynb
ETLPipeline.ipynb		ETLPipeline.ipynb
README.md		README.md
RecurrenNeuralNetwork-RNN.ipynb		RecurrenNeuralNetwork-RNN.ipynb
SVM-DecTree-Ensemble.ipynb		SVM-DecTree-Ensemble.ipynb
adaboost.png		adaboost.png
background_neon.png		background_neon.png
bagging.png		bagging.png
bias-variance.png		bias-variance.png
bptt.png		bptt.png
cnn_1.png		cnn_1.png
cnn_10.png		cnn_10.png
cnn_11.png		cnn_11.png
cnn_11b.png		cnn_11b.png
cnn_12.png		cnn_12.png
cnn_13.png		cnn_13.png
cnn_14.png		cnn_14.png
cnn_15.png		cnn_15.png
cnn_16.png		cnn_16.png
cnn_17.png		cnn_17.png
cnn_2.png		cnn_2.png
cnn_3.png		cnn_3.png
cnn_4.png		cnn_4.png
cnn_5.png		cnn_5.png
cnn_6.png		cnn_6.png
cnn_7.png		cnn_7.png
cnn_8.png		cnn_8.png
cnn_9.png		cnn_9.png
comp_schema.png		comp_schema.png
credit_card.pkl		credit_card.pkl
dbscan_type_points.png		dbscan_type_points.png
dnn_1-.png		dnn_1-.png
dnn_1.png		dnn_1.png
dnn_11.png		dnn_11.png
dnn_12.png		dnn_12.png
dnn_13.png		dnn_13.png
dnn_14.png		dnn_14.png
dnn_15.png		dnn_15.png
dnn_16.png		dnn_16.png
dnn_2.png		dnn_2.png
dnn_3.png		dnn_3.png
dnn_4.png		dnn_4.png
dnn_5.png		dnn_5.png
dnn_6.png		dnn_6.png
dnn_7.png		dnn_7.png
dnn_8.png		dnn_8.png
dnn_9.png		dnn_9.png
environment.yml		environment.yml
gru.png		gru.png
gru_equation.png		gru_equation.png
housing.csv		housing.csv
kfold-cross_validation.png		kfold-cross_validation.png
lstm_cell.png		lstm_cell.png
lstm_equation.png		lstm_equation.png
ml-enviroments.yml		ml-enviroments.yml
mlp.png		mlp.png
mlp_multiclass.jpg		mlp_multiclass.jpg
mlp_multiout.jpg		mlp_multiout.jpg
mulp_multiin.jpg		mulp_multiin.jpg
multi_in_mlp.png		multi_in_mlp.png
multi_out_mlp.png		multi_out_mlp.png
perceptron_layer.png		perceptron_layer.png
prefetch.png		prefetch.png
rate_boost.png		rate_boost.png
rnn_inout.png		rnn_inout.png
rnn_simple.png		rnn_simple.png
smote.png		smote.png
stratified_kfold_cv.png		stratified_kfold_cv.png
stratified_shufflesplit_cv.png		stratified_shufflesplit_cv.png
tomek.png		tomek.png
unfolding.png		unfolding.png
unfolding_2.png		unfolding_2.png
voting_clf.png		voting_clf.png
weight_boost.png		weight_boost.png
wide_deep_1.png		wide_deep_1.png

matzigno/CSML21

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