How to make 3D isosurf plots using plotly?

How to make 3D isosurf plots using plotly?

How to make 3D isosurf plots using plotly?

This recipe helps you make 3D isosurf plots using plotly


Recipe Objective

Make 3D isosurf plots using plotly.

Isosurf plot these are used to extract the surfaces of a constant i.e "w" from a function of the form of "w=f(x,y,z)". It is the plot which equivalent to 3D contour plot. The data which is generated from these types of plots can be defined as a formula or loaded from a file.

Step 1 - Import libraries

import plotly.graph_objects as go

Step 2 - Take Sample Data

x = [1,1,1,1,2,2,2,2] y = [1,2,1,2,1,2,1,2] z = [1,1,2,2,1,2,1,2] value = [1,2,3,4,5,6,7,8]

Step 3 - Plot graph fig= go.Figure(data=go.Isosurface( x=x, y=y, z=z, value=value, isomin=4, isomax=8, ))

Relevant Projects

Zillow’s Home Value Prediction (Zestimate)
Data Science Project in R -Build a machine learning algorithm to predict the future sale prices of homes.

Ensemble Machine Learning Project - All State Insurance Claims Severity Prediction
In this ensemble machine learning project, we will predict what kind of claims an insurance company will get. This is implemented in python using ensemble machine learning algorithms.

Ecommerce product reviews - Pairwise ranking and sentiment analysis
This project analyzes a dataset containing ecommerce product reviews. The goal is to use machine learning models to perform sentiment analysis on product reviews and rank them based on relevance. Reviews play a key role in product recommendation systems.

Deep Learning with Keras in R to Predict Customer Churn
In this deep learning project, we will predict customer churn using Artificial Neural Networks and learn how to model an ANN in R with the keras deep learning package.

Machine Learning or Predictive Models in IoT - Energy Prediction Use Case
In this machine learning and IoT project, we are going to test out the experimental data using various predictive models and train the models and break the energy usage.

Walmart Sales Forecasting Data Science Project
Data Science Project in R-Predict the sales for each department using historical markdown data from the Walmart dataset containing data of 45 Walmart stores.

Human Activity Recognition Using Multiclass Classification in Python
In this human activity recognition project, we use multiclass classification machine learning techniques to analyse fitness dataset from a smartphone tracker.

Loan Eligibility Prediction in Python using
In this loan prediction project you will build predictive models in Python using to predict if an applicant is able to repay the loan or not.

Natural language processing Chatbot application using NLTK for text classification
In this NLP AI application, we build the core conversational engine for a chatbot. We use the popular NLTK text classification library to achieve this.

Perform Time series modelling using Facebook Prophet
In this project, we are going to talk about Time Series Forecasting to predict the electricity requirement for a particular house using Prophet.