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We meet as a couple, but becasue he is out of town frequently for work, one-on-one time with Her is also encouraged, once we get to know you. Sound good? Use this skeleton file different than the skeleton above. Programming asments must be in Python, and must run on your instructional on cycle1.
Say hi The Gaussian skeleton is here. Use this skeleton file different than the skeleton below. No credit for late homework.
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What is the best of states? Are the following Rochested true? See detailed interface instructions and put your code in this skeleton Python file. Use the contents of this archive to test your code prior to submitting. Looking for some "extracurricular lovin'!
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OR Implement EM fitting of the aspect model on the discrete data set pairs. Plot likelihood on train and dev vs iteration for different s of mixtures.
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The smoke test files are in this archive. You should try different s of mixtures. Use the first observations as a single training sequence, and the last as a single development sequence. See detailed instructions. The aspect skeleton is discret.
Connect to instructional machines via ssh to write and to turn in your code. The observation probs should be as in asment 7: either gaussian, or two discrete distributions conditionally independent given the hidden state. We love to laugh, love to play, love to flirt like mad.
Follow these detailed instructions. Experiment with performance as a function of of iterations. Hubby loves to watch as well as team up with another guy to please Her.
Does the HMM model the data better than the original non-sequence model? Prove or disprove.
You should try different s of mixtures, as well as tied vs. Use numpy for matrix operations.