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Roamify Research

Roaming Redefined: Changing the Way the World Travels

Welcome to the Roamify Research GitHub Organization! We are dedicated to revolutionizing the travel planning experience through cutting-edge research and innovative solutions. Our focus is on delivering personalized travel recommendations that enhance travel experiences for users worldwide.

Table of Contents

About Us

Roamify Research focuses on leveraging the latest advancements in machine learning to enhance the travel experience for users worldwide. Our team of researchers and developers work collaboratively to create innovative solutions that offer personalized and insightful travel recommendations.

Roamify is a cutting-edge browser extension that revolutionizes the travel planning experience. By seamlessly extracting data from open tabs, it allows travelers to effortlessly input their chosen destinations and preferred travel dates. Leveraging the power of NLTK and various large language models (LLMs), Roamify generates personalized, day-by-day itineraries tailored to each user's unique preferences and interests.

You can explore our work on our GitHub and Hugging Face.

Projects

This repository contains the comprehensive machine learning research and methodologies used in Roamify, encompassing advanced data preprocessing, natural language processing, and large language models to deliver personalized travel recommendations.

This repository contains the comprehensive codebase and methodologies of the Roamify Chrome Extension, integrating advanced data preprocessing, natural language processing, and large language models to deliver personalized travel recommendations.

Key Features

  • Personalized Recommendations: Get suggestions based on your ratings and preferences.
  • Location-Based Filtering: Discover attractions in specific locations.
  • User-Friendly Interface: Enjoy a seamless experience with our Streamlit-built interface.
  • Interactive Ratings: Rate attractions to refine your recommendations.

Current Focus

  • Enhancing Accuracy: Continuously improving our recommendation algorithm.
  • Expanding Database: Adding more attractions and detailed information.
  • UI Improvements: Refining the user interface for a smoother experience.

Tech Stack

  • Front End: HTML, CSS, JavaScript, React.js, Flutter
  • Back End: Python (Flask)
  • Frameworks & Technologies: PyTorch, Hugging Face, Transformers, TextStreamer, TRL, CUDA, Jupyter Notebook
  • ML Libraries: Unsloth, Peft, Datasets, NumPy, Pandas
  • LLMs: BERT, T5, DistilBERT, Llama, RoBERTa
  • Version Control: Git, GitHub, Hugging Face

Goals

  • Innovation in Travel: Creating tools and services that simplify travel planning.
  • Personalization: Delivering highly personalized recommendations based on individual preferences.
  • User Engagement: Building an engaging platform for users to interact, rate attractions, and receive tailored recommendations.

Our Team

License

Our projects are licensed under the MIT License.

Contact

For any questions or inquiries, please contact us at [email protected].


Thank you for visiting the Roamify Research GitHub Organization! We look forward to your contributions and collaboration.


Pinned Loading

  1. Machine-Learning Machine-Learning Public

    This repository contains the comprehensive machine learning research and methodologies used in Roamify, encompassing advanced data preprocessing, natural language processing, and large language mod…

    Jupyter Notebook 7 2

  2. Extension Extension Public

    This repository contains the comprehensive codebase and methodologies of the Roamify Chrome Extension, integrating advanced data preprocessing, natural language processing, and large language model…

    JavaScript 8 4

  3. Website Website Public

    The Codebase of the Website of Roamify

    JavaScript 2 2

Repositories

Showing 7 of 7 repositories
  • Roamify-Research/IMP-Links’s past year of commit activity
    0 0 1 0 Updated Sep 18, 2024
  • Extension Public

    This repository contains the comprehensive codebase and methodologies of the Roamify Chrome Extension, integrating advanced data preprocessing, natural language processing, and large language models to deliver personalized travel recommendations.

    Roamify-Research/Extension’s past year of commit activity
    JavaScript 8 MIT 4 0 0 Updated Aug 25, 2024
  • Machine-Learning Public

    This repository contains the comprehensive machine learning research and methodologies used in Roamify, encompassing advanced data preprocessing, natural language processing, and large language models to deliver personalized travel recommendations.

    Roamify-Research/Machine-Learning’s past year of commit activity
    Jupyter Notebook 7 MIT 2 1 0 Updated Aug 25, 2024
  • Roamify-Research/ML-Findings-and-Logs’s past year of commit activity
    Jupyter Notebook 0 MIT 0 0 0 Updated Aug 9, 2024
  • Roamify-ML-Test Public

    Testing the preliminary Machine Learning model used behind Roamify

    Roamify-Research/Roamify-ML-Test’s past year of commit activity
    Python 0 0 0 0 Updated Aug 8, 2024
  • .github Public

    Roamify Profile

    Roamify-Research/.github’s past year of commit activity
    0 MIT 0 0 0 Updated Aug 8, 2024
  • Website Public

    The Codebase of the Website of Roamify

    Roamify-Research/Website’s past year of commit activity
    JavaScript 2 MIT 2 0 0 Updated Aug 5, 2024

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