PinnedJon GimpelinTowards Data ScienceWhat’s Behind Word2vecAn outline of ideas and equations for word embeddingsJul 26, 2022Jul 26, 2022
PinnedJon GimpelinTowards Data ScienceWords into VectorsConcepts for word embeddingsJul 26, 2022Jul 26, 2022
PinnedJon GimpelinTowards Data ScienceStatistical Learning TheoryThe basis for neural networksJul 26, 2022Jul 26, 2022
PinnedJon GimpelinTowards Data ScienceThe Word2vec ClassifierHow word embeddings are trainedJul 26, 2022Jul 26, 2022
PinnedJon GimpelinTowards Data ScienceThe Word2vec HyperparametersA set of creative reweightingsJul 26, 20221Jul 26, 20221
Jon GimpelinTowards Data ScienceCharacteristics of Word EmbeddingsAnd the problem of antonymsJul 26, 2022Jul 26, 2022