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Symbol frequencies table This online calculator builds symbol frequency table for a given message |
Shannon Entropy This online calculator computes Shannon entropy for a given event probability table and for a given message. |
Huffman coding This online calculator generates Huffman coding based on a set of symbols and their probabilities. A brief description of Huffman coding is below the calculator. |
Text compression using Huffman coding This online calculator compresses entered text using Huffman coding. It also displays built Huffman codes for the reference. |
Shannon coding This online calculator generates Shannon coding based on a set of symbols and their probabilities |
Shannon-Fano coding calculator This online calculator generates Shannon-Fano coding based on a set of symbols and their probabilities |
Conditional entropy This online calculator calculates entropy of Y random variable conditioned on X random variable and X random variable conditioned on Y random variable given a joint distribution table (X, Y) ~ p |
Specific Conditional Entropy This online calculator calculates entropy of Y random variable conditioned on specific value of X random variable and X random variable conditioned on specific value of Y random variable given a joint distribution table (X, Y) ~ p |
Joint Entropy This online calculator calculates joint entropy of two discrete random variables given a joint distribution table (X, Y) ~ p |
Information gain calculator This online calculator calculates information gain, the change in information entropy from a prior state to a state that takes some information as given |
Decision tree builder This online calculator builds a decision tree from a training set using the Information Gain metric |