Open-source data science application
web development
What are time series? Time series is a series of time-value pairs in a successive, timely order. As an example, a daily/or a monthly closing price over a year. It is commonly used for storing, searching, retrieving, and managing timely data. Time series has 4 components which are: 1.
Open-source
SageMath is a free open-source mathematic software for mathematicians, data scientists and statisticians. It is built on top of many mathematic python packages. SageMath features include animated graphs, interactive plots, portable version that works directly from USB stick, interactive Python interface, notebook, rich documentation and more. SageMath is an ideal
Analytics
Ackee is a free real-time web analytics tool built on top of Node.js and MongoDB. It comes with a fancy simple user-interface which summarize all insights in a clear organized dashboard. While there are a dozen of open-source free website analytics solutions, Ackee is built upon modern technologies and
low-code
Metabase is a no- and low-code open-source (Libre) project that removes all hassle of getting insightful data from databases. It does a lot without having to deal with SQL code or even know any SQL to begin with. It is built for anyone with basic technical skills, as well as
data analysis
Visualization and Analysis of Scientific Data for Windows, Linux and macOS
Articles
The internet is a large information hub. Before the age of the internet, it was tiresome and almost impossible to find and gather information. But now we can simply open a browser and do a simple web search. However, imagine huge companies that need to collect vast amounts of data
data science
Python is an interpreted general-purpose programming language. It is used for web development, desktop application development, system scripting and automation. It is a high-level language created in the early 1991 by Guido van Rossum and maintained by Python Software Foundation. The language is easy to learn which makes it suitable
data science
Trdsql is a command-line python application that execute SQL queries on flat data files like CSV, TSV, LTSV, TBLN and JSON files. It also allows exporting the outputs in several formats. The application is written in Go language which known for speed and performance. The reason why did we choose
data analysis
Some time ago, We published an article listing all available open-source free SPSS alternatives, today we will focus on one of that list's lead "JASP". 12 Free Open source Statistical Analysis software as SPSS alternativesSPSS is a proprietary statistical analysis software acquired by IBM in 2009.
research
The challenge of matching precipitant (patients) for cancer trials is not easy nor simple. The current methods for patient recruitment for clinical trials result in failure [5]. Our topic of the day MatchMiner is designed to help researchers overcome this challenge. MatchMiner is an open-source computational platform with a specific
News
AWS COVID-19 Data Lake is a centralize data repository for COVID-19 (The Noval Corona Virus) datasets related to it's spread.
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
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
Artificial Intelligence
Netron is an open-source multi-platform visualizer and editor for artificial intelligence models. It supports many extensions for deep learning, machine learning and neural network models. Netron is using Electron/ NodeJS and it has a binary application release for Windows, Linux and macOS. Netron is popular among data scientists, The project&
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.
Open-source
Bloggers and web content creators need to know about their visitors, content usage, page views, referrals, Search engine search keywords which the visitors used. Google Analytics is a cloud-based service by Google that allows users to get this information, However, some users may require their own self-hosted solution to be
data science
Note: This article is an Evergreen article. It will receive continues update about the listed applications. You can save it and return to it as a updated resource. Proprietary data analysis and statistical softwares are expensive, especially for students, but we are fortunate to have open source alternatives which they