Codes and presentations for Data Driven Modeling course at ETH Zurich, chair for Computer Aided Architectural Design (CAAD)
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01_Introduction_to_Data_Driven_Modeling_20160919.ipynb some changes Aug 7, 2017
02_Determinism_And_Probability_Theory_20160927.ipynb some changes Aug 7, 2017
03_From_Probability_to_Statistics_20161004.ipynb some changes Aug 7, 2017
04_KDE_Least_Squares_Method_Regression_20161011.ipynb some changes Aug 7, 2017
05_PCA_Sparce_Coding_20161018.ipynb some changes Aug 7, 2017
06_Clustering_Kmeans_DBSCAN_20161101.ipynb some changes Aug 7, 2017
07_Self Organizing Maps_20161108.ipynb some changes Aug 7, 2017
08_Markov Chains_Dynamical Systems_20161122.ipynb some changes Aug 7, 2017
09_Relational Representation_Text_Modeling_20161129.ipynb some changes Aug 7, 2017
10_AutoEncoders_20161206.ipynb some changes Aug 7, 2017
11_Introduction_to_Coding_as_Literacy_20170228.ipynb some changes Aug 7, 2017
12_Ensemble_Models_20170307.ipynb some changes Aug 7, 2017
13_Data_Driven_Modeling_in_Practice_Real Estate Market_20170314.ipynb some changes Aug 7, 2017
14_Introduction_to_Representation_Learning_Fourier_Analysis_20170404.ipynb some changes Aug 7, 2017
15_Introduction_to_Representation_Learning_Convolutional_Neural_Nets_20170411.ipynb some changes Aug 7, 2017
16_Introduction_to_Recurrent_Neural_Nets_20170425.ipynb some changes Aug 7, 2017
17_Recurrent_Neural_Nets_Dynamical_Systems_20170502.ipynb some changes May 9, 2017
18_Introduction_to_Reinforcement_Learning_20170509.ipynb some changes May 9, 2017
README.md Update README.md Mar 11, 2017
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README.md

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