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davidomanovic/README.md

Hello World!👋

I am David from NTNU😄 4th year M.Sc. Applied Physics student interested in Machine Learning and Applied Physics ⚛️🤖
I invite you to take a look at some of my favorite open-source projects below. Feel free to collaborate or learn⚡🐍

Open Source Projects

Project Description Tools
🧠 BERT QA LM Language Model for Question-Answering TF
📖 NLP Grammar Checker NLP using the LSTM model for a Grammar checking tool PyTorch
⚛️ Particle Simulator Simulate and animate particle motion with GLFW and C C
🤖 Machine Learning Tools General tools for Machine Learning sklearn

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  1. computational-physics-projects computational-physics-projects Public

    A collection of different simulations in fields of physics like Statistical Physics, Quantum Mechanics and Fluid Dynamics.

    Jupyter Notebook 5

  2. particle-simulator particle-simulator Public

    This project implements Verlet integration to simulate particle physics in C, with GLFW for real-time visualization. It demonstrates a simple yet efficient way to model particle movement, particula…

    C 1

  3. dog-vs-planet dog-vs-planet Public

    A fun and engaging 2D/3D platformer game built in Unity, featuring a space-themed adventure with planets, asteroids, and dynamic gameplay mechanics. Navigate through challenging levels, avoid obsta…

    C# 1

  4. nlp-lstm-grammar nlp-lstm-grammar Public

    This project explores sequence-to-sequence models for accurate grammar correction, designed to support various text inputs. Ideal for applications in automated writing feedback and language process…

    Python 2

  5. bert-qa-model bert-qa-model Public

    This project demonstrates fine-tuning a BERT model for language modeling using TensorFlow. The specific purpose is for question-answering.

    Python 2

  6. machine-learning-tools machine-learning-tools Public

    Using statistics, we can implement tools for machine learning. This library contains many imperative methods that are used for LLM, Deep Learning, Neural Networks, etc...

    Jupyter Notebook 2