Tags: python

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Description

Python.org

Python is a high-level, general-purpose programming language. It is useful for scientific programming, data science, and can be used within Jupyter Notebooks.

Python.org website.

Tools (1-10 of 10)

  1. SVR Machine Learning Workshop

    Tools | 08 Aug 2022 | Contributor(s):: Davis McGregor

    Introductory tutorial on support vector regression (SVR) machine learning, cross validation, and hyperparameter tuning.

  2. MRS Computational Materials Science Tutorial

    Tools | 04 May 2022 | Contributor(s):: Panayotis Thalis Manganaris, Saaketh Desai, Arun Kumar Mannodi Kanakkithodi

    Hands-on guide to the development of statistical models useful for materials design using python, sklearn, tensorflow, and intel extensions.

  3. Pilling-Bedworth Ratio Calculator

    Tools | 15 Apr 2022 | Contributor(s):: Zachary D McClure, Alejandro Strachan

    Query unit cell structures from the Materials Project and calculate Pilling-Bedworth Ratio between metal and oxides

  4. Polymer Genetic Algorithm

    Tools | 05 Nov 2021 | Contributor(s):: Joseph D Kern

    Generalized genetic algorithm designed for materials discovery.

  5. Machine Learning in Physics

    Tools | 04 Nov 2021 | Contributor(s):: Nicolas Onofrio

    Lectures and tutorials to learn how to write machine learning programs with Python

  6. A Batch Reification/Fusion Optimization Framework for Bayesian-based Material Optimization

    Tools | 27 Apr 2021 | Contributor(s):: Richard Couperthwaite, Raymundo Arroyave

    This tool is a Bayesian optimization framework that allows for a combination of a multi-fidelity (Reification/Fusion) optimization approach with a Batch Bayesian Approach.

  7. Bayesian Calibration

    Tools | 18 Feb 2014 | Contributor(s):: Martin Hunt, Benjamin P Haley, Jan Ebinger, Alejandro Strachan

    Given a model, input data for some paramaters and output data, calibrate unknown input parameters

  8. Near-field radiation transport between two planes

    Tools | 28 Aug 2012 | Contributor(s):: Majid alDosari, Greg Walker

    Calculates the radiation exchange between two parallel half-spaces

  9. Stretching simulation of an alpha-helical protein domain

    Tools | 10 Jan 2011 | Contributor(s):: Markus Buehler, Justin Riley, Joo-Hyoung Lee, Jeffrey C Grossman

    Uses steered molecular dynamics (SMD) to apply a tensile load to the ends of a molecule (such as an alpha-helical protein domain)

  10. Hyperlens Layer Designer

    Tools | 03 Jun 2008 | Contributor(s):: Matt Swanson, Alexander V. Kildishev, Xingjie Ni

    Design a hyperlens using concentric cylindrical layers of various materials