Operational Database Management Systems
About Stream processing addresses the needs of real-time applications. Transaction processing addresses the coordination and safety of short atomic computations. In the past, these two modes of operation were found only in separate, stove-piped...
By Jeff Leek @jtleek Find me on Github [papr] – A tindr like web-app for rating preprints from bioRxiv. Written by Lucy D’Agostino McGowan, Nicholas Strayer, and Jeff Leek. [Rail-RNA] Rail-RNA is software for alignment of multiple RNA-seq samples...
Deep Learning Pipelines is a new library published by Databricks to provide high-level APIs for scalable deep learning model application and transfer learning via integration of popular deep learning libraries with MLlib Pipelines and...
Open-source project to provide scalable machine learning (Chu et al., 2006; Owen et al., 2012) Written in Java for the Apache Hadoop MapReduce platform Some supported ML methods: Supervised: NB, HMM, SVM, Logist. Reg.,...
This is a project started at Yahoo! Research and continuing at Microsoft Research to design a fast, scalable, useful learning algorithm. VW is the essence of speed in machine learning, able to learn from terafeature datasets with ease....
Open source library for Python and in Python Provides Natural Language Processing functionality to Python Loper and Bird (2002); Bird (2006); Bird, Klein and Loper (2009) Available from http://nltk.org Useful for teaching and...
The Spark Python API (PySpark) exposes the Spark programming model to Python. To learn the basics of Spark, we recommend reading through the Scala programming guide first; it should be easy to follow even if you...
Weka 3: Data Mining Software in Java Weka is a collection of machine learning algorithms for data mining tasks. The algorithms can either be applied directly to a dataset or called from your own...
Data Science Tools: Visualization ggplot2 (for R) ggplot2 is a plotting system for R, based on the grammar of graphics, which tries to take the good parts of base and lattice graphics and none...
(Text) Annotation Tools for Convenience BRAT– brat is a web-based tool for text annotation; that is, for adding notes to existing text documents. brat is designed in particular for structured annotation, where the notes...