Code Monkey home page Code Monkey logo

ml-price-prediction-model's Introduction

ML Price Prediction Model for Projects in RVT, IFC Formats

enter image description here

Generating Mass Data OpenDataBIM.ipynb

Creating fake data of 50 projects, with data based on the first four files, to show the possibility of creating a model for predicting project prices, which will be based on the company's 50 projects

Creating a Prediction Model OpenDataBIM.ipynb

After converting IFC, RVT files into JSON-CSV formats, we can create prediction models. In this example, we accepted that all the project data that are saved in one CSV file we can equate the price of the project. So having for example 50 typical projects with known price we can predict price of 51 projects - 4_1house_R.csv: with new set of parameters by parametric data in CSV file.

OpenDataBIM

https://opendatabim.io/

OpenDataBIM transferring information to another party without the need for external guarantors or trusted ‘third parties’, enabling data to be exchanged within 3D-7D systems and between construction parties directly, bypassing any third-party companies controlling data storage and transfer. OpenDataBIM allows to automate work with project data. In order to get automatic data from thousands of projects automatically, you need to build the pipeline once on the open tools.

OpenDataBIM - You Way to Free Tools in Construction.

Go to BIM 2.0 go to Open Data

enter image description here

ml-price-prediction-model's People

Contributors

datadrivenconstruction avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.