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What is DataMelt?

DataMelt, commonly referred to as "DMelt," is a versatile environment designed for numerical computations, data analysis, data mining, and computational statistics. It facilitates the plotting of functions and datasets in both 2D and 3D, enables statistical testing, and supports various forms of data analysis, numeric computations, and function minimization. Additionally, it is capable of solving linear and differential equations, and provides methods for symbolic, linear, and non-linear regression. The Java API included in DataMelt integrates neural network capabilities alongside various data manipulation techniques utilizing different algorithms. Furthermore, it offers support for symbolic computations through Octave/Matlab programming elements. As a computational environment based on a Java platform, DataMelt is compatible with multiple operating systems and supports various programming languages, distinguishing it from other statistical tools that often restrict users to a single language. This software uniquely combines Java, the most prevalent enterprise language globally, with popular data science scripting languages such as Jython (Python), Groovy, and JRuby, thereby enhancing its versatility and user accessibility. Consequently, DataMelt emerges as an essential tool for researchers and analysts seeking a comprehensive solution for complex data-driven tasks.

What is Autoplot?

Autoplot is an all-encompassing workspace tailored for macOS that seamlessly integrates the processes of importing, analyzing, visualizing, annotating, and publishing scientific data, thereby removing the hassle of repetitive copy-and-paste tasks typically required when using various applications like chatbots, terminal interfaces, and image editing programs. Users can effortlessly import files from both local sources and SFTP, define delimiters, headers, and encoding formats, merge multiple files into one project, and apply Python scripts provided by an assistant for tasks such as filtering, splicing, or generating derived variables. Among its extensive features, pre-approved analysis cards encompass a diverse array of statistical techniques including CCDF, AUC, log-binned distributions, power-law and truncated fits, as well as diagnostics for Xmin, finite-size scaling, scaling relations, and correlation matrices and networks, while users also have the liberty to design custom statistics to be executed within the embedded Python environment. The outputs generated in Autoplot can be reused, allowing them to be replotted, refitted, layered, composed, or exported as required without needing to rebuild the workflow from the beginning. Additionally, Autoplot offers a wide range of visualization options, such as X&Y plots, histograms, heat maps, categorical charts, and 3D representations including scatter, surface, and line plots, while also enabling the addition of unlimited overlays, fits, and contours, ensuring users have a flexible toolkit for their scientific data requirements. With its intuitive interface and robust functionalities, Autoplot emerges as an indispensable resource for researchers and scientists across various disciplines, fostering a more efficient approach to data management and analysis. As the demand for streamlined scientific workflows continues to grow, tools like Autoplot are paving the way for innovative research methodologies.

Media

Media

Integrations Supported

Apache NetBeans
Eclipse BIRT

Integrations Supported

Python

API Availability

Has API

API Availability

Pricing Information

$0
Access to full documentation (examples, Java API documentation, online manual) requires one-time membership payment (20$/user)
Free Version

Pricing Information

$7.99 per month
Free Version

Supported Platforms

Android
Windows
Mac
Linux

Supported Platforms

Mac

Customer Service / Support

Standard Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub
On-Site Training

Training Options

Documentation Hub

Company Facts

Organization Name

jWork.ORG

Date Founded

2005

Company Location

United States

Company Website

datamelt.org

Company Facts

Organization Name

Autoplot

Company Location

Spain

Company Website

autoplot.ai/

Categories and Features

Artificial Intelligence

For Healthcare
Image Recognition
Machine Learning
Natural Language Processing
Predictive Analytics

Data Analysis

Data Discovery
Data Visualization
Predictive Analytics
Regression Analysis
Statistical Modeling
Text Analytics

Data Mining

Data Extraction
Data Visualization
Machine Learning
Predictive Modeling
Statistical Analysis
Text Mining

Data Visualization

Analytics
Simulation Models
Visual Discovery

Deep Learning

Convolutional Neural Networks
Document Classification
ML Algorithm Library
Model Training
Self-Learning
Visualization

Education

Not specified

Neural Network

Not specified

Statistical Analysis

Analytics
Association Discovery
Compliance Tracking
File Management
File Storage
Forecasting
Multivariate Analysis
Regression Analysis
Statistical Simulation
Survival Analysis
Time Series
Visualization

Categories and Features

Data Analysis

Not specified

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