News
A research paper published by Arni S.R. Srinivasa Rao, Ph.D. and Jose A. Vazquez, M.D., FACP, FIDSA (Medical College of Georgia, Division of Infectious Diseases at Augusta University) proposing to use machine learning algorithms to be able to improve possible case identifications of COVID-19 more quicker. The
data analysis
Ever wanted to analyze text documents for documents or articles? There are several tools, web services that provide such services but what about desktop programs? So here in this article, we have collected several tools to help you achieve that, and even more, they are free and open-source as well.
tools
The Coronavirus (2019-nCoV) outbreak in China is becoming a global crisis, There are currently 2,091 confirmed cases worldwide, including 56 fatalities. There are confirmed cases in the USA, France, Nepal, Canada, Australia, Thailand, South Korea, Japan, Vietnam, and Saudi Arabia. We recommend watching this video as a brief introduction
data analysis
SPSS is a proprietary statistical analysis software acquired by IBM in 2009. It offers statisticians, researchers, and students with advanced statistical analysis functions integrated within the program. SPSS also provides seamless integration with big data. SPSS is not free and it's not cheap, though it does not work
Analytics
DataMelt, or DMelt, is a free software for numeric computation, mathematics, statistics, symbolic calculations, data analysis and data visualization. The program can be used in many areas, such as natural sciences, engineering, modelling and analysis of financial markets. It combines the simplicity of scripting languages, such as Python, Ruby, Groovy
Machine Learning
WEKA (Waikato Environment for Knowledge Analysis) is a collection of machine learning algorithms for data mining tasks. It contains tools for data preparation, classification, regression, clustering, association rules mining, and visualization. It also supports Deep Learning. It is written in Java and developed at the University of Waikato, New Zealand.
Pathology
Orbit is an open source software package built to empower whole slide images (Virtual slides) processing/analysis with powerful AI models for researchers and pathologists. Orbit is an advanced whole-slide image viewer with advanced image analysis algorithms, built-in machine learning models for tissue quantification, script editor to write, edit models
Analytics
Libro is an open source cross-platform software that provides a simple yet comprehensive text analysis for text files, It analyses the text content and generates graphs, and analytic summary for the extracted text from the text files. Libro is created in Brazil and it has 2 languages supported so far:
Open-source
Avogadro: The Molecular Editor and Visualization Avogadro is a free, open source desktop molecular editor and visualization tool, designed for use on Mac, Windows, and Linux in computational chemistry, molecular modeling, bioinformatics, materials science, and related areas. It offers flexible high-quality rendering and a powerful plugin architecture. It's
Open-source
Open Data is a concept that describes freedom of using the data, as anyone can use, share, redistribute, or republish it.