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ludekcizinsky/README.md

Hi there πŸ‘‹

My name is Ludek and I am primarily interested in the development of state-of-the-art methods in the machine learning field.

Here are some of the most relevant projects I have done in the past:

  • πŸ”— / 2025 / Acceleration of Tsunami Simulation Time using MPI or CUDA
  • πŸ”— / 2025 / Fast Conjugade Gradient Solver using MPI and CUDA
  • πŸ”— / 2025 / Spatio-Temporal Graph Modeling for EEG-Based Seizure Detection: A Comparative Study with Temporal Baselines
  • πŸ”— / 2025 / GarmentDiffusion: Garment Texture Completion in UV space using Diffusion
  • πŸ”— / 2025 / HyperNCA: Fast texture synthesis using NCA
  • πŸ”— / 2025 / RL-Renaissance: Generating kinetic models using RL
  • πŸ”— / 2024 / Size Does Not Matter: A Data-Centric Approach to Fine-Tuning Phi3-mini
  • πŸ”— / 2023 / Benchmarking SOT Feature Transforms for Biomedical Few-Shot Learning Tasks
  • πŸ”— / 2023 / Advancing Homepage2Vec with LLM-Generated Datasets for Multilingual Website Classification

I have been also a Teaching Assistant in several courses, you might find useful the following materials:

  • πŸ”— / 2022 / Notes and detailed solutions to all Machine Learning exercises
  • πŸ”— / 2022 / Notes and detailed solutions to all Linear Algebra and Optimisation exercises

Popular repositories Loading

  1. seizure-prediction seizure-prediction Public

    Jupyter Notebook 3

  2. nano-learn nano-learn Public

    Educational machine learning library.

    Python 2

  3. marathonviz marathonviz Public

    Visualisation of my latest marathon effort. (CPH marathon 2022)

    CSS 2

  4. itu-fyp itu-fyp Public

    First Year Project (Spring 2021)

    Jupyter Notebook 1

  5. emg-signal-movement-clf emg-signal-movement-clf Public

    Movement classification from sEMG signals across different subjects.

    Jupyter Notebook 1

  6. garment-texture-completion garment-texture-completion Public

    Garment texture completion using custom fine tuned SD v1.5.

    Jupyter Notebook 1