Name		Name	Last commit message	Last commit date
Latest commit History 40 Commits
data		data
.env.sample		.env.sample
.gitignore		.gitignore
00-Glossar.ipynb		00-Glossar.ipynb
Activation-functions.ipynb		Activation-functions.ipynb
DecisionPlot.py		DecisionPlot.py
Dendrogram.py		Dendrogram.py
Dockerfile		Dockerfile
DrawingTool.ipynb		DrawingTool.ipynb
Gauss.py		Gauss.py
HyperplaneMarginPlot.py		HyperplaneMarginPlot.py
MiniBatch-Verlust.png		MiniBatch-Verlust.png
Plot-3d.ipynb		Plot-3d.ipynb
PolyRegPlot.py		PolyRegPlot.py
Polynome.ipynb		Polynome.ipynb
README.md		README.md
Shap.png		Shap.png
SilhouettePlot.py		SilhouettePlot.py
TensorBoard.ipynb		TensorBoard.ipynb
Tensorflow2-Quickstart.ipynb		Tensorflow2-Quickstart.ipynb
affine-transformation.ipynb		affine-transformation.ipynb
autoencode.png		autoencode.png
bias-variance.ipynb		bias-variance.ipynb
cnn-mnist.ipynb		cnn-mnist.ipynb
convolution.ipynb		convolution.ipynb
cos.ipynb		cos.ipynb
dbscan.ipynb		dbscan.ipynb
docker-compose.yml		docker-compose.yml
feature_visualisation.py		feature_visualisation.py
interpretability.ipynb		interpretability.ipynb
k-means-digits.ipynb		k-means-digits.ipynb
k-means-image-compression.ipynb		k-means-image-compression.ipynb
k-means-sklearn-digits.ipynb		k-means-sklearn-digits.ipynb
k-means.ipynb		k-means.ipynb
kmeans_silhouette_analysis.ipynb		kmeans_silhouette_analysis.ipynb
kovarianz.ipynb		kovarianz.ipynb
linear-regression-polynom.ipynb		linear-regression-polynom.ipynb
linear-regression.ipynb		linear-regression.ipynb
linear_regression_mit_tf.ipynb		linear_regression_mit_tf.ipynb
linkage.png		linkage.png
log-reg-students1.ipynb		log-reg-students1.ipynb
log-reg-students2.ipynb		log-reg-students2.ipynb
log.ipynb		log.ipynb
logistic-regression-titanic-mit-shap.ipynb		logistic-regression-titanic-mit-shap.ipynb
logistic-regression-titanic.ipynb		logistic-regression-titanic.ipynb
lr-ExakterFit.ipynb		lr-ExakterFit.ipynb
lr-Extrapolation.ipynb		lr-Extrapolation.ipynb
lr-InstabilePolynomialeRegression.ipynb		lr-InstabilePolynomialeRegression.ipynb
magic.ipynb		magic.ipynb
multikollinearitaet.ipynb		multikollinearitaet.ipynb
neural-network-mnist.ipynb		neural-network-mnist.ipynb
pca-vs-tsne.ipynb		pca-vs-tsne.ipynb
pca.ipynb		pca.ipynb
perceptron.ipynb		perceptron.ipynb
plot_cluster_comparison.ipynb		plot_cluster_comparison.ipynb
pltdefaults.py		pltdefaults.py
projection-hyperplane.ipynb		projection-hyperplane.ipynb
ridge-and-lasso.ipynb		ridge-and-lasso.ipynb
svm.ipynb		svm.ipynb
t-sne.ipynb		t-sne.ipynb
tf-auto-encoder.ipynb		tf-auto-encoder.ipynb
tf-introduction.ipynb		tf-introduction.ipynb
uebung_agglomerative_clustering-loesung.ipynb		uebung_agglomerative_clustering-loesung.ipynb
uebung_agglomerative_clustering.ipynb		uebung_agglomerative_clustering.ipynb
underfitting-overfitting.ipynb		underfitting-overfitting.ipynb
vanishing-gradients.ipynb		vanishing-gradients.ipynb
verteilungen.ipynb		verteilungen.ipynb

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Vorlesung Machine Learning an der DHBW 2020

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Vorlesung Machine Learning an der DHBW 2020

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