sevamoo / data_driven_modeling_2018 Public

Notifications You must be signed in to change notification settings
Fork 26
Star 35

Codes and presentations for Data Driven Modeling course at ETH Zurich, chair for Computer Aided Architectural Design (CAAD) 2018

nbviewer.jupyter.org/github/sevamoo/data_driven_modeling_2018/tree/master/

35 stars 26 forks Branches Tags Activity

Star

Notifications

Branches Tags

Name		Name	Last commit message	Last commit date
Latest commit History 18 Commits
.ipynb_checkpoints		.ipynb_checkpoints
Data		Data
Images		Images
MNIST_data		MNIST_data
sompylib		sompylib
01_Introduction_to_Machine_Learning_and_Engineering_Applications_20180220.ipynb		01_Introduction_to_Machine_Learning_and_Engineering_Applications_20180220.ipynb
02_Least_Squares_Method_Regression_Gradient_Descent_20180227.ipynb		02_Least_Squares_Method_Regression_Gradient_Descent_20180227.ipynb
03_Ensemble_Models_in_Practice_20180306.ipynb		03_Ensemble_Models_in_Practice_20180306.ipynb
04_Clustering_Kmeans_SOM_20180327.ipynb		04_Clustering_Kmeans_SOM_20180327.ipynb
05_PCA_Auto_Encoders_20180417.ipynb		05_PCA_Auto_Encoders_20180417.ipynb
06_1_Machinelearning_Applications_Structural_Engineering.ipynb		06_1_Machinelearning_Applications_Structural_Engineering.ipynb
06_2_Machinelearning_Applications_Structural_Engineering.pdf		06_2_Machinelearning_Applications_Structural_Engineering.pdf
07_Machinelearning_Applications_remote_sensing.pdf		07_Machinelearning_Applications_remote_sensing.pdf
08_Introduction_to_Representation_Learning_Fourier_Analysis_20180522.ipynb		08_Introduction_to_Representation_Learning_Fourier_Analysis_20180522.ipynb
09_Introduction_to_Representation_Learning_Convolutional_Neural_Nets_20180529.ipynb		09_Introduction_to_Representation_Learning_Convolutional_Neural_Nets_20180529.ipynb
Machine_Learning_Applications_2018.docx		Machine_Learning_Applications_2018.docx
README.md		README.md
Schedule.xlsx		Schedule.xlsx
getngrams.py		getngrams.py
getngrams.pyc		getngrams.pyc
points1.geojson		points1.geojson
pointsclust.geojson		pointsclust.geojson
viz_dynamic.html		viz_dynamic.html