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Category: Scientific

Data Analysis

yt – Multi-code Toolkit for Analyzing and Visualizing Volumetric Data

October 16, 2023 Eilidih Parris Scientific

yt is an open-source Python package for analyzing and visualizing volumetric data. yt focuses on driving physically-meaningful inquiry.

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Data Analysis

AWS Data Wrangler – extends the power of Pandas library

October 16, 2023 Steve Emms Scientific

AWS Data Wrangler extends the power of Pandas library to AWS connecting DataFrames and AWS data related services.

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Data

R – software environment for statistical computing and graphics

October 16, 2023 Steve Emms Scientific

The R Project for Statistical Computing (R) is a free software environment for statistical computing and graphics.

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Data

MOA – software environment for data stream mining

October 16, 2023 Steve Emms Scientific

MOA is a software environment for implementing algorithms and running experiments for online learning from evolving data streams.

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Data

Orange – data mining software

October 16, 2023 Steve Emms Scientific

Orange is a component-based framework for machine learning and data mining. It includes a range of data visualization, and exploration.

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Data

ELKI – data mining software written in Java

October 16, 2023 Steve Emms Scientific

Environment for DeveLoping KDD-Applications Supported by Index-Structures (ELKI) is a data mining software framework.

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Data

DataMelt – scientific computation, data analysis and data visualization

October 16, 2023 Steve Emms Scientific

DataMelt is an environment for scientific computation, data analysis and data visualization.

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Data

Weka – collection of machine learning algorithms for data mining tasks

October 16, 2023 Steve Emms Scientific

Weka (Waikato Environment for Knowledge Analysis) is a comprehensive popular suite of machine learning software written in Java.

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Data

Rattle – R analytical tool

October 16, 2023 Steve Emms Scientific

Rattle provides a Gnome based open source interface to R functionality for binary classification tasks and data mining.

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SU2 – suite for multiphysics simulation and design

October 15, 2023 Steve Emms Scientific

SU2 is a suite of tools for the numerical solution of partial differential equations (PDE) and performing PDE constrained optimization.

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Sherpa – Monte Carlo event generator

October 15, 2023 Steve Emms Scientific

Sherpa is a Monte Carlo event generator for the Simulation of High-Energy Reactions of PArticles.

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Herwig – multi-purpose particle physics event generator

October 15, 2023 Steve Emms Scientific

Herwig is a multi-purpose particle physics event generator.

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Rivet – particle-physics MC analysis toolkit

October 15, 2023 Steve Emms Scientific

Rivet is a system for preservation of particle-collider analysis logic, analysis reinterpretation via MC simulations.

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HepMC – event record for High Energy Physics Monte Carlo generators and simulation

October 15, 2023 Steve Emms Scientific

HepMC3 is a new version of the HepMC event record. It uses shared pointers for in-memory navigation and the POD concept for persistency.

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ROOT – modular scientific software framework

October 15, 2023 Steve Emms Scientific

ROOT is an object-oriented program and library developed by CERN, aimed at solving the data analysis challenges of high-energy physics.

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OpenFOAM – CFD software

October 15, 2023 Steve Emms Scientific

OpenFOAM is a free and open source library of C++ routines which facilitate the numerical solution of partial differential equations.

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McStas – neutron ray-trace simulation software

October 15, 2023 Steve Emms Scientific

McStas is a free and open source software simulator for neutron scattering instruments and experiments written in C.

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Octopus – scientific program aimed at the ab initio virtual experimentation

October 15, 2023 Steve Emms Scientific

Octopus is a free and open source computer package aimed at the simulation of the electron-ion dynamics of finite systems.

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Elmer – multiphysical simulation software

October 15, 2023 Steve Emms Scientific

Elmer is a very mature multiphysical simulation software with development starting in 1995.

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Geant4 – simulation toolkit

October 15, 2023 Steve Emms Scientific

Geant4 (for GEometry ANd Tracking) is a toolkit for “the simulation of the passage of particles through matter,” using Monte Carlo methods.

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