> Related tutorials
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> External sources & Further Reading
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https://scikit-learn.org/stable/tutorial/machine_learning_map/index.html
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https://www.datacamp.com/cheat-sheet/machine-learning-cheat-sheet
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> Related Software
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Grasshopper plug-ins
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Plug-In or Software
Supervised Learning I
Regression Methods
Bayes Classifiers
K-Nearest Neighbours
Decision Trees
Support Vector Machines
Dodo (gh)
X
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X
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ModeFRONTIER
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X
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Lunchbox (gh)
X
X
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X
X
Pug (gh)
X
X
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Owl (gh)
Plug-In or Software
Supervised Learning II
Neural Networks
Convolutional Neural Networks
Recurrent Neural Networks
Dodo (gh)
X
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ModeFRONTIER
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X
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Lunchbox (gh)
X
Pug (gh)
X
X
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Owl (gh)
X
Plug-In or Software
Unsupervised Learning
Gaussian Mixtures
Self-Organizing Maps
K-Means
Spectral Clustering
Generative Models
Clustering
Dodo (gh)
X
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ModeFRONTIER
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X
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Lunchbox (gh)
X
X
X
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Pug (gh)
Owl (gh)
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X
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Plug-In or Software
Reinforcement Learning
Value Iteration
Policy Iteration
Q-Learning
​Markov Decision Processes
Dodo (gh)
ModeFRONTIER
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Lunchbox (gh)
Pug (gh)
X
X
X
Owl (gh)
X
X
X
Deep Generative Designs: A Deep Learning Framework for Optimized Shell Structures
Student: Stella Pavlidou
Mentor Team: Charalampos Andriotis & Michela Turrin
Integrated bio-inspired design by AI
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Student: Namrata Baruah
Mentor Team: Michela Turrin & Charalampos Andriotis