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@Adi3042 Adi3042 released this 07 Dec 06:23
· 3 commits to main since this release
v0.2.0-alpha
94bf4c4

Diamond_Price_Prediction v1.0.0 Release

We are excited to announce the first release of Diamond_Price_Prediction (Version 1.0.0). This release marks a significant milestone in our project and includes various features, enhancements, and improvements.

What's New

Data Ingestion and Transformation

We've introduced robust data ingestion and transformation components to preprocess the raw data efficiently. This ensures data quality and reliability in our predictive models.

Advanced Machine Learning Models

Our project now incorporates advanced machine learning models for diamond price prediction. These models offer improved accuracy and generalization.

Web Application

We are thrilled to present our web-based user interface for easy input and prediction of diamond prices. You can now interact with our model through a user-friendly web application.

Key Files and Components

  • EDA.ipynb: Explore the data with our Exploratory Data Analysis notebook. Gain insights into the dataset's characteristics and relationships.

  • Model Training.ipynb: Dive into our Jupyter notebook containing the code for training the advanced machine learning models. Understand how we've fine-tuned our predictive algorithms.

  • src: The source code directory hosts Python modules responsible for data processing and machine learning. This is where the magic happens behind the scenes.

Usage

To harness the capabilities of this release, please consult the detailed usage instructions provided in the README.md file. It covers everything you need to get started with Diamond_Price_Prediction.

Installation

Setting up the project environment is a breeze. Install the required dependencies listed in the requirements.txt file, and you'll be ready to experience our application.

Contribution

We welcome contributions from the community. Whether you'd like to enhance the project, fix issues, or collaborate, please don't hesitate to submit issues and pull requests. Your involvement is invaluable.

Feedback

We highly value your feedback. If you come across any issues, have suggestions, or wish to report a bug, we encourage you to open an issue in our repository. Your input helps us continue to improve.

About

Diamond_Price_Prediction is an open-source project designed to predict diamond prices based on various attributes. This release is a significant step towards making the application more accessible and user-friendly, aiming to benefit users like you.

We extend our gratitude for your support and contributions, which have played a vital role in the success of this project.

Enjoy predicting diamond prices with Diamond_Price_Prediction!

Release Notes

Release Date: October 15, 2023

Changelog

  • Feature: Added a new customization feature, allowing users to tailor their profiles according to their preferences.
  • Bug Fix: Resolved a critical bug that was causing crashes on application startup. The application now runs smoothly.

Installation

To install this release, you have several options:

  1. Using Git:

    • Clone the repository with the following commands: 
      git clone https://github.com/Adi3042/Diamond_Price_Prediction.git
cd Diamond_Price_Prediction
git checkout v1.0.0

  2. Downloading the ZIP File:

    • Go to the Releases Page.
    • Download the source code as a ZIP file.
    • Extract the ZIP archive to your preferred location.

  3. Using Package Managers:

    • Follow the installation instructions provided in the project's README.md.

Thank you for being a part of our journey. We look forward to your feedback, contributions, and your use of Diamond-Price-Prediction!

Full Changelog: https://github.com/Adi3042/Diamond-Price-Prediction/commits/v0.2.0-alpha

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