Pinned Repositories
Collocation-Detection
Calculates the pointwise mutual information and Chi-square values to determine if two words are collocations
Data-Segmentation
Script that segments some high dimension physiological data that is too big to fit into memory at once
DSA
Game-of-15
Part-of-Speech-Tagging
This program is an implementation of the Viterbi Hidden Markov Model.
Robot-Self-Localization
Hidden Markov Model implementation of the Forward Algorithm. A robot senses it's enviornment and determine's where it is inside a maze.
Sarcasm-Detection
Trains several classifiers on a dataset obtained from Reddit. Features inclue unigrams, bigrams, trigrams, and word embeddings. Word embeddings obtained via pretrained word2vec model.
Sentence-Boundary-Detection
Extracts features near occurences of '.' characters to determine if a '.' is used to end a sentence vs something like an abbreviation
Text-Summarization
Summarizes Product Reviews. Uses Word2Vec to get word embeddings
Thievery
a-gasior's Repositories
a-gasior/Collocation-Detection
Calculates the pointwise mutual information and Chi-square values to determine if two words are collocations
a-gasior/Data-Segmentation
Script that segments some high dimension physiological data that is too big to fit into memory at once
a-gasior/DSA
a-gasior/Game-of-15
a-gasior/Part-of-Speech-Tagging
This program is an implementation of the Viterbi Hidden Markov Model.
a-gasior/Robot-Self-Localization
Hidden Markov Model implementation of the Forward Algorithm. A robot senses it's enviornment and determine's where it is inside a maze.
a-gasior/Sarcasm-Detection
Trains several classifiers on a dataset obtained from Reddit. Features inclue unigrams, bigrams, trigrams, and word embeddings. Word embeddings obtained via pretrained word2vec model.
a-gasior/Sentence-Boundary-Detection
Extracts features near occurences of '.' characters to determine if a '.' is used to end a sentence vs something like an abbreviation
a-gasior/Text-Summarization
Summarizes Product Reviews. Uses Word2Vec to get word embeddings
a-gasior/Thievery
a-gasior/Word-Sense-Disambiguation
Using Naive Bayes, and an annotated corpus, this program learns the correct word sense for given words and makes predictions about words in the testing set.