Machine Learning

Cryptanalysis Using n-Gram Probabilities

May 1st, 2010 by eric

Cryptanalysis Using n-Gram Probabilities

Cryptanalysis Using Microsoft Web N-Gram Service


Apriori Algorithm

March 1st, 2010 by eric

Apriori Algorithm

Review of Apriori algorithm and changes.


K-Means Document Clustering

November 6th, 2009 by eric

K-Means Document Clustering

K-Means Document Clustering in C#


Plotting Documents & Words: Using Latent Semantic Indexing

November 5th, 2009 by eric

Plotting Documents & Words: Using Latent Semantic Indexing

Plotting Documents & Words from LSI results


Latent Semantic Indexing

November 1st, 2009 by eric

Latent Semantic Indexing

Latent Semantic Indexing in C#


Singular Value Decomposition

October 26th, 2009 by eric

Singular Value Decomposition

Singular Value Decomposition using the SmartMathLibrary in C#


Pearson’s Correlation Coefficient

October 25th, 2009 by eric

Pearson’s Correlation Coefficient

Pearson’s Correlation Coefficient walk through


The Elements of Statistical Learning: Data Mining, Inference, and Prediction. [Free Book]

October 15th, 2009 by eric

The Elements of Statistical Learning: Data Mining, Inference, and Prediction. [Free Book]

Free e-book – The Elements of Statistical Learning: Data Mining, Inference, and Prediction


Empirical Methods in Natural Language Processing Course

April 12th, 2009 by eric

Empirical Methods in Natural Language Processing Course

I came across this course in Natural Language Processing today while doing some research.


Contextual Valence Shifting

March 24th, 2009 by eric

Contextual Valence Shifting

I have been reading up on Contextual Valence Shifting and I came across two interesting papers I thought I would share.



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