Introduction to Survival Analysis The term survival time is used to describe the length of time until a specified event. The widespread use of these models in medicine to analyze survival times leads to the name survival analysis. machine-learning papers featured
Improvements on Word2Vec Importance of optimization and its effect on training time for Word2Vec. Effective utilization of Hierarchical Softmax, Negative Sampling and Subsampling of frequent words. NLP machine-learning papers word-embedding
Discounted Cumulative Gain Discounted cumulative gain (DCG) is a measure of ranking quality. In information retrieval, it is often used to measure effectiveness of web search engine. concept machine-learning mathematics
Merge Sort Merge Sort is a Divide and Conquer algorithm. It divides input array in two halves, calls itself for the two halves and then merges the two sorted halves. algorithms DSA
UMLS Knowledge Sources The Unified Medical Language System (UMLS), created in 1986, is a compendium of many controlled vocabularies in the biomedical sciences. setup UMLS
Divide and Conquer Divide and conquer is an algorithm design paradigm based on multi-branched recursion algorithms DSA
Basics of Linguistics The scientific study of language and its structure, including the study of grammar, syntax, and phonetics. concept references
Pseudocode A notation resembling a simplified programming language, used in program design algorithms DSA
Insertion Sort The simplest sorting algorithm that works the way one would sort playing cards in hand. algorithms DSA
Algorithms and Data Structures Algorithms are generally created independent of underlying languages, i.e. an algorithm can be implemented in more than one programming language algorithms DSA