An interactive Bayesian Probability Calculator CLI that guides users through updating beliefs based on new evidence.

Overview

Bayesian Probability Calculator CLI

Crates.io License: MIT Contributing Code of Conduct Visitors Made with Love

Welcome to the Bayesian Probability Calculator CLI! This command-line tool is designed to help you update your beliefs about the probability of an event based on new evidence. Using Bayesian probability, you can make better decisions under uncertainty.

Overview

Bayesian probability is a powerful approach to reasoning under uncertainty. It allows you to combine your prior beliefs with new evidence to form updated beliefs, represented as posterior probabilities. The Bayesian Probability Calculator makes this process simple and interactive by guiding you through the input of prior probability, likelihood, and evidence.

Getting Started

Prerequisites

To run the Bayesian Probability Calculator, you need to have Rust installed on your machine. If you haven't already, you can install Rust by following the instructions on the official Rust website.

Installation

Clone the repository:

git clone https://github.com/hummusonrails/probability-cli.git

Change to the project directory:

cd probability-cli

Build and run the project:

cargo run

Usage

Upon running the Bayesian Probability Calculator, you'll be guided through a series of prompts. Follow the instructions and provide the requested information:

  • Describe the event or scenario you're calculating the probability for.
  • Provide the prior probability, which represents your initial belief about the probability of the event, based on your knowledge or experience.
  • Provide the likelihood, which represents the probability of observing the evidence given that the event occurred.
  • Provide the evidence, which represents the overall probability of observing the evidence.

The Bayesian Probability Calculator will then calculate the posterior probability, which is the updated probability of the event given the evidence. This result will be displayed as a percentage.

Contributing

Contributions are welcome! If you'd like to improve the Bayesian Probability Calculator or suggest new features, please submit a pull request or create an issue. More information on contributing to the project can be found in the contributing guidelines.

License

This project is licensed under the MIT License - see the LICENSE file for details.

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Comments
  • Add table with values

    Add table with values

    In this PR a new table is added before the result is printed out to show the user their data they provided along with some more commentary helping users make sense of the results.

    In addition:

    • The README is fixed to point to the current repository path
    • The final output is printed out in bold red to make it stand out more
    opened by hummusonrails 0
Releases(v0.0.2)
  • v0.0.2(Apr 11, 2023)

    What's New

    • 🌈 Colored Table Visualization: Display Bayesian probabilities in a color-coded table for quick and easy interpretation.
    • 📖 User Guidance: Clearer explanations and descriptions to help you input data and understand the calculated probabilities.

    Thank You

    Thanks for using Probability CLI! We appreciate your support. 💙

    Version

    Released: Probability CLI v0.0.2 🚀

    Source code(tar.gz)
    Source code(zip)
  • v0.0.1(Apr 7, 2023)

    🎉 The first release of the Bayesian Probability Calculator!

    This CLI tool provides an interactive way to perform Bayesian probability calculations, allowing users to update their beliefs based on new evidence.

    Source code(tar.gz)
    Source code(zip)
Owner
Ben Greenberg
👋 Ben Greenberg: Software Engineer & Developer Advocate | Rust, Ruby | Making tech accessible 🌐 bengreenberg.dev
Ben Greenberg
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