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@CogitoNTNU

Cogito NTNU

A student organization specialized in teaching and learning AI together

Cogito NTNU

About Us

Cogito NTNU is Norway's largest technical AI student organization, comprising around 70 active members. Every semester, we open up new projects that anyone can join to gain hands-on experience alongside their studies. Our aim is to foster an inclusive environment where both beginners and experienced individuals can learn AI together!

Formed by students from various technical disciplines at NTNU Trondheim, our mission is to educate and inspire Norway's next generation of AI engineers.

Projects

We have a wide range of projects that cater to different interests and skill levels. Whether you’re a beginner or an experienced AI enthusiast, there’s something for everyone.

Our Courses

We regularly organize workshops and short courses to help both beginners and seasoned enthusiasts dive deeper into AI. Below is a selection of what we’ve offered:

Courses we have held

Get comfortable programming with LLMs through practical exercises and interactive demos.

An introduction to building LLM-powered applications using the LangGraph library, focusing on agent-based approaches.

A concise workshop on Retrieval-Augmented Generation (RAG) and how to effectively evaluate Large Language Models. Using the RAGAS framework, you will learn how to optimize hyperparameters using Optuna and evaluate the performance of LLMs.

Discover how to enable large language models to interact with the web and automate tasks using your browser.

Explore the basics of reinforcement learning through interactive tasks and advanced strategy examples.

Learn the fundamentals of genetic algorithms and explore how neural topologies can evolve over time.

A hands-on beginner-friendly course on neural network basics in pytorch, ideal for those new to deep learning.

A thorough introduction to ML essentials using the Titanic dataset as a case study, perfect for foundational skills.

This course is structured to provide a step-by-step introduction to the core concepts of deep learning, focusing on CNNs and their implementation in PyTorch. You will gain hands-on experience working with datasets, implementing CNN architectures, and training deep learning models efficiently.

All course materials are open-source and free to explore. Whether you’re new to AI or looking to deepen your expertise, these resources are designed to help you build practical skills in a supportive environment. If you have any questions or suggestions, feel free to reach out or open an issue in the respective GitHub repositories.

Contact Us

Do you have a question or are you a company that wishes to get in touch with NTNU's most engaged AI students? Email: [email protected]

Apply for Membership

If you are a student at NTNU and want to join our organization, you can apply for membership here.

Popular repositories Loading

  1. TutorAI TutorAI Public

    TutorAI is a RAG system capable of assisting with learning academic subjects and using the curriculum and citing it. The project revolves around building an application that ingests a textbook in m…

    Python 22 10

  2. AlphaZero AlphaZero Public

    An implementation of AlphaZero, trained to master Tic-Tac-Toe and Four in a row

    Python 20 6

  3. MarketingAI MarketingAI Public

    A software application is that allows users to input specific themes or topics for a meme or marketing poster. Following this input, the application produces a cohesive poster with both text and im…

    Python 20 2

  4. CrawlAI CrawlAI Public

    CrawlAI is a project where the developers can get a hands-on experience with genetic algorithms and neural network. The objection is to let agents learn to walk in a 2D enviroment, by evolving.

    Python 10

  5. Deeptactics-AlphaZero Deeptactics-AlphaZero Public

    An implementation of the AlphaZero algorithm by Google Deepmind. Research paper here: https://arxiv.org/abs/1911.08265

    Python 9

  6. NEATactics NEATactics Public

    NEAT is neat! An implementation of neuroevolution of augmenting topologies playing Super Mario Bros.

    Python 9 1

Repositories

Showing 10 of 80 repositories
  • DeepTactics-Muzero Public

    Implementation of MuZero from Google Deepmind. Issues are tracked at https://app.plane.so/neattactics/projects/c1e69ebe-3696-49ee-b88e-1e1141c5ca4c/issues/

    CogitoNTNU/DeepTactics-Muzero’s past year of commit activity
    Python 6 MIT 1 0 1 Updated Feb 18, 2025
  • jarvis Public

    Just A Rather Very Intelligent System (J.A.R.V.I.S). Built by members of Cogito NTNU. Includes core extensions and functionality. Extra functionality for personal use (a custom python extension) should not be pushed to this repo.

    CogitoNTNU/jarvis’s past year of commit activity
    JavaScript 8 MIT 0 15 (1 issue needs help) 0 Updated Feb 18, 2025
  • cogitron Public
    CogitoNTNU/cogitron’s past year of commit activity
    Python 1 GPL-3.0 0 0 0 Updated Feb 18, 2025
  • Rubiks Public

    The Cogito Cube Solver project aims to develop an AI-driven solution for solving the Rubik's cube by combining traditional algorithms like 3BLD and Domino Reduction with advanced machine learning techniques

    CogitoNTNU/Rubiks’s past year of commit activity
    Python 2 0 0 0 Updated Feb 18, 2025
  • ChessAR-Server Public

    The Onprem Server solution for the ChessAR project

    CogitoNTNU/ChessAR-Server’s past year of commit activity
    Python 4 0 0 0 Updated Feb 18, 2025
  • CogitoNTNU/cogitoxinfor-agents’s past year of commit activity
    Python 2 MIT 1 1 0 Updated Feb 18, 2025
  • TutorAI Public

    TutorAI is a RAG system capable of assisting with learning academic subjects and using the curriculum and citing it. The project revolves around building an application that ingests a textbook in most formats and facilitates efficient learning of the course material.

    CogitoNTNU/TutorAI’s past year of commit activity
    Python 22 MIT 10 14 17 Updated Feb 18, 2025
  • web-frontend Public

    The official frontend for Cogito NTNU Web application

    CogitoNTNU/web-frontend’s past year of commit activity
    TypeScript 5 1 14 (1 issue needs help) 3 Updated Feb 17, 2025
  • .github Public
    CogitoNTNU/.github’s past year of commit activity
    0 MIT 0 0 0 Updated Feb 17, 2025
  • README-template Public template

    A README template for Cogito projects

    CogitoNTNU/README-template’s past year of commit activity
    0 MIT 0 0 0 Updated Feb 16, 2025