Index
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* [http://courses.csail.mit.edu/6.034f/Examinations/2007f.pdf 2007 Final IV.1 (1 Solve by Inspection + Multiple Choice)] [[http://courses.csail.mit.edu/6.034f/Examinations/2007fs.pdf solution]] | * [http://courses.csail.mit.edu/6.034f/Examinations/2007f.pdf 2007 Final IV.1 (1 Solve by Inspection + Multiple Choice)] [[http://courses.csail.mit.edu/6.034f/Examinations/2007fs.pdf solution]] | ||
* [http://courses.csail.mit.edu/6.034f/Examinations/2008f.pdf 2008 Final IV.1 (2 Solve by Inspection + Multi-class classification, Theme: Review vs. Sleep)] [[http://courses.csail.mit.edu/6.034f/Examinations/2008fs.pdf solution]] | * [http://courses.csail.mit.edu/6.034f/Examinations/2008f.pdf 2008 Final IV.1 (2 Solve by Inspection + Multi-class classification, Theme: Review vs. Sleep)] [[http://courses.csail.mit.edu/6.034f/Examinations/2008fs.pdf solution]] | ||
| - | * [http://courses.csail.mit.edu/6.034f/Examinations/2009f.pdf 2009 Final IV.1 (1 Solve by Inspection + u-v Kernel Theme: Capturing Ab. Snow man)] [[http://courses.csail.mit.edu/6.034f/Examinations/2009fs.pdf solution]] | + | * [http://courses.csail.mit.edu/6.034f/Examinations/2009f.pdf 2009 Final IV.1 (1 Solve by Inspection + u-v Kernel, Theme: Capturing Ab. Snow man)] [[http://courses.csail.mit.edu/6.034f/Examinations/2009fs.pdf solution]] |
=== Boosting === | === Boosting === | ||
Revision as of 20:56, 29 November 2010
Contents |
Rule Based Systems
- 2006 Quiz 1 P2 (Cooking pigeons with Stata) [solution]
- 2007 Quiz 1 P1 (Crime Family) [solution]
- 2008 Quiz 1 P1 (Dinosaurs) [solution]
- 2009 Quiz 1 P1 (Harry Potter) [solution]
- 2010 Quiz 1 P1 (Enter the Matrix) [solution]
- 2006 Final I.1 [solution]
- 2007 Final I.1 (Barack & Hillary) [solution]
- 2008 Final I (Spike, Rover) [solution]
- 2009 Final I (A Harry Potter Snog-fest) [solution]
Search
- 2006 Quiz 1 P1 (Triangle Map) [solution]
- 2007 Quiz 1 P2 (Letter Game) [solution]
- 2008 Quiz 1 P2 (Depth-First-Search Star) [solution]
- 2009 Quiz 1 P2 (Subway) [solution]
- 2010 Quiz 1 P1 (Wrath of Caaar) [solution]
- 2006 Final I.1 [solution]
- 2007 Final I.2 [solution]
- 2008 Final I [solution]
- 2009 Final I (Subways Continued) [solution]
Games
- 2006 Quiz 2 P1 (I bet the game tree graphs were rendered on a Mac) [solution]
- 2007 Quiz 2 P1 (Tom and Mark sitting in a Game Tree) [solution]
- 2008 Quiz 2 P1 (Alpha Beta Cold War) [solution]
- 2009 Quiz 2 P1 (Abstract Game Trees, and Predetermined Alpha Beta) [solution]
- 2010 Quiz 2 P1 (2-Page Alpha-Beta + Progressive Deepening) [solution]
- 2006 Final II.1 [solution]
- 2007 Final II.1 [solution]
- 2008 Final II.1 [solution]
- 2009 Final II.1 [solution]
Constraint Satisfaction Problems (CSP)
- 2006 Quiz 2 P2 (Red/Blue/Swing state coloring) [solution]
- 2007 Quiz 2 P2 (Jingles) [solution]
- 2008 Quiz 2 P2 (Seating Moose and Friends) [solution]
- 2009 Quiz 2 P2 (Time traveling lecturers) [solution]
- 2010 Quiz 2 P2 (Jigsaw Puzzle) [solution]
- 2006 Final II.2 (Network Max-flow) [solution]
- 2007 Final II.2 (Cryptogram) [solution]
- 2008 Final II.2 (TA Problem Assignment) [solution]
- 2009 Final II.2 (Bio-Domes constraint prop without search) [solution]
K-NN and ID trees
- 2006 Quiz 3 P1 (Polar coord) [solution]
- 2007 Quiz 3 P1 (Fraud Detection) [solution]
- 2008 Quiz 3 P1 (Minerals) [solution]
- 2009 Quiz 3 P1 (Zombies) [solution]
- 2010 Quiz 3 P1 (Rally For the Return to Sanity and/or Fear) [solution]
- 2006 Final III.1 (Angelique RGB) [solution]
- 2007 Final III.1B, III.2 (Beatles) [solution]
- 2008 Final III.1 (More Minerals) [solution]
- 2009 Final III.1 (Super Mario) [solution]
Neural Networks
- 2006 Quiz 3 P2 (Multiplier, L & Pineapples) [solution]
- 2007 Quiz 3 P2 (Forward+Back Prop & Tanh) [solution]
- 2008 Quiz 3 P2 (Adder Decision Function Units -- outputs that are not sigmoidal) [solution]
- 2009 Quiz 3 P2 (3 solve the weights + 1 long forward+back prop simulation + Logical equations + conceptual questions = One very challenging Quiz) [solution]
- 2010 Quiz 3 P2 (Forward+Back Prop & 2-Step Sigmoid) [solution]
- 2006 Final III.2 (Adding a Linear function & Network to Graph matching) [solution]
- 2007 Final III.1 (2-Layer net back-prop step through) [solution]
- 2008 Final III.2 (Neuron Chain) [solution]
- 2009 Final III.2 [solution]
Support Vector Machines
- 2006 Quiz 4 P2 (1 Solve by Inspection + Circular Kernel) [solution]
- 2007 Quiz 4 P1 (1 Solve by Inspection + Match graph with Kernel) [solution]
- 2008 Quiz 4 P1 (3 Solve by Inspection + Cos Sin Kernel) [solution]
- 2006 Final IV.1 (1 Solve by Inspection + 2D->1D Kernel) [solution]
- 2007 Final IV.1 (1 Solve by Inspection + Multiple Choice) [solution]
- 2008 Final IV.1 (2 Solve by Inspection + Multi-class classification, Theme: Review vs. Sleep) [solution]
- 2009 Final IV.1 (1 Solve by Inspection + u-v Kernel, Theme: Capturing Ab. Snow man) [solution]
Boosting
- 2006 Quiz 4 P1 (6 points 12 stumps Classifying Food Trucks) [solution]
- 2007 Quiz 4 P2 (8 points 3 stumps 2D graph) [solution]
- 2008 Quiz 4 P2 (6 points 4 stumps Coffee vs. Sleep [solution]
- 2009 Quiz 4 P2 (10 points 14 stumps Table of Famous Vampires) [solution]
- 2006 Final IV.2 (6 points 3 stumps 2D graph) [solution]
- 2007 Final IV.2 (8 points 6 stumps 2D graph) [solution]
- 2008 Final IV.2 (7 points 5 stumps GPS+Reception 2D graph) [solution]
Bayes Nets, Bayesian Inference, Model Selection
- 2009 Quiz 4 P1 (Magical vs. Viral Zombies) [solution]
- 2009 Final IV.2 (Zombie Outbreak Model Selection) [solution]
Near Miss & Tree Learning
- 2006 Final V.1 (Protein Sequences) [solution]
- 2007 Final V.1 (Lamps) [solution]
- 2008 Final V.1 (MIT President) [solution]
- 2009 Final V.1 (Dog Breeds) [solution]
