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== Homework and Projects == | == Homework and Projects == | ||
- | [[Homework 0.1]] - Probability Theory | + | [[Assignment 1]] - Probability Theory |
- | [[Homework 0.2]] - Bayes Nets | + | [[Assignment 1.5]] - Probability Theory |
- | [[Homework 0.3]] - Bayes Nets #2 | + | [[Assignment 2]] - Probability Theory |
- | [[Homework 0.4]] - Information Theory | + | [[Assignment 2.5]] - Bayes Nets |
- | [[Assignment 1.0]] - Name or Document Classification: Naive Bayes | + | [[Assignment 3]] - Bayes Nets |
- | [[Assignment 2.0]] - Document or Pixel Clustering | + | [[Assignment 5]] - Name or Document Classification: Naive Bayes |
- | [[Assignment 3.0]] - Latent Dirichlet Allocation | + | [[Assignment 5.5]] - The Beta and Dirichlet distributions |
+ | [[Assignment 5.75]] - Expectation Maximization | ||
- | == Possible Projects -- from CS 479 == | + | [[Assignment 5.875]] - Expectation Maximization |
- | [[Project 2.2]] - Proper Name Classification: Feature Engineering with Maximum Entropy Models | + | [[Assignment 6]] - Document (or Pixel) Clustering |
- | * [[Project 2.2 Tutorial]] | + | |
- | [[Project 3]] - Part-of-Speech Tagging: Feature Engineering with Maximum Entropy Markov Models | + | [[Assignment 8|Assignment 7]] - Final Project |
- | * [[Project 3 Tutorial]] | + | |
- | [[Homework 4]] - PCKY with Unary Non-termainal productions | ||
- | [[Homework 5]] - Worked example of EM for Word Alignment | + | == Not for Fall 2014 == |
- | == Final Project Options == | + | [[Assignment 4]] - Information Theory |
- | Option 1: [[Project 4]] - Parsing: PCKY Parser and PCFG Transformations | ||
- | * [[Project 4 Tutorial]] | ||
- | |||
- | Option 2: [[Project 5]] - Word Alignment Models for Machine Translation | ||
- | * [[Project 5 Tutorial]] | ||
- | |||
- | Option 3: [[Project 6]] - Propose Your Problem and Solution | ||
- | |||
- | == Old Projects And Resources -- Not Currently Used == | ||
- | |||
- | * [[Project 0.2 Tutorial]] | ||
- | * [[Project 1.1]] - Language Modeling: Interpolation | ||
- | * [[Project 1.1 Tutorial]] | ||
- | * [[Project 1.2]] - Language Modeling: Good-Turing Smoothing | ||
- | * [[Project 1.2 Tutorial]] | ||
- | * [[Project 2.1 Tutorial]] | ||
- | * [[Project 3.2]] | ||
- | * [[Project 3.2 Tutorial]] | ||
- | * [[Project 4.2]] | ||