tgstat - Amos Tanay's Group High Performance Statistical Utilities

A collection of high performance utilities to compute distance, correlation, auto correlation, clustering and other tasks. Contains graph clustering algorithm described in "MetaCell: analysis of single-cell RNA-seq data using K-nn graph partitions" (Yael Baran, Akhiad Bercovich, Arnau Sebe-Pedros, Yaniv Lubling, Amir Giladi, Elad Chomsky, Zohar Meir, Michael Hoichman, Aviezer Lifshitz & Amos Tanay, 2019 <doi:10.1186/s13059-019-1812-2>).

Last updated 6 months ago

algorithms-implementedcorrelationknnstatisticsopenblascpp

6.06 score 8 stars 1 dependents 24 scripts 436 downloads

misha - Toolkit for Analysis of Genomic Data

A toolkit for analysis of genomic data. The 'misha' package implements an efficient data structure for storing genomic data, and provides a set of functions for data extraction, manipulation and analysis. Some of the 2D genome algorithms were described in Yaffe and Tanay (2011) <doi:10.1038/ng.947>.

Last updated 1 days ago

genomic-data-analysiscpp

5.81 score 4 stars 83 downloads

tglkmeans - Efficient Implementation of K-Means++ Algorithm

Efficient implementation of K-Means++ algorithm. For more information see (1) "kmeans++ the advantages of the k-means++ algorithm" by David Arthur and Sergei Vassilvitskii (2007), Proceedings of the eighteenth annual ACM-SIAM symposium on Discrete algorithms, Society for Industrial and Applied Mathematics, Philadelphia, PA, USA, pp. 1027-1035, and (2) "The Effectiveness of Lloyd-Type Methods for the k-Means Problem" by Rafail Ostrovsky, Yuval Rabani, Leonard J. Schulman and Chaitanya Swamy <doi:10.1145/2395116.2395117>.

Last updated 2 months ago

algorithms-implementedkmeanscpp

5.35 score 7 stars 16 scripts 445 downloads

naryn - Native Access Medical Record Retriever for High Yield Analytics

A toolkit for medical records data analysis. The 'naryn' package implements an efficient data structure for storing medical records, and provides a set of functions for data extraction, manipulation and analysis.

Last updated 8 days ago

data-analysismedical-recordscpp

5.08 score 3 stars 4 scripts 242 downloads

slanter - Slanted Matrices and Ordered Clustering

Slanted matrices and ordered clustering for better visualization of similarity data.

Last updated 4 years ago

4.65 score 3 stars 1 dependents 1 scripts 169 downloads