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yehonatanke/README.md

About Me

Focuses on advancing scientific research through the integration of artificial intelligence and machine learning. Develops machine learning pipelines and tools for data analysis and visualization.

When you change the way you look at things, the things you look at change. ― Max Planck

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  1. hpc-research-toolkit hpc-research-toolkit Public

    Modular research toolkit for deep learning and computer vision on HPC, featuring automated data preprocessing, analysis and 3D visualization workflows. Includes SLURM-based automations and configur…

    Python

  2. Blood-Cell-Analysis-using-Machine-Learning Blood-Cell-Analysis-using-Machine-Learning Public

    [Data Science Final Project] Classifying eight types of blood cells using image data. It covers data exploration, preprocessing, feature extraction comparison (HOG, ViT, PCA, t-SNE), model developm…

    Python

  3. genomic_analysis genomic_analysis Public

    Computational toolkit for DNA sequence analysis.

    Python

  4. snn_classification snn_classification Public

    Spiking neural networks for image classification using Nengo and NengoDL.

    Python

  5. UNet_DDPM UNet_DDPM Public

    Diffusion model for image generation, based on the Denoising Diffusion Probabilistic Models (DDPM) and U-Net architecture.

    Python

  6. Systems-Programming-Laboratory-Assembler Systems-Programming-Laboratory-Assembler Public

    Assembler program designed to process assembly language code, translating it into machine-readable encrypted base 4 code. The program is a final project of Systems Programming Laboratory course (C …

    C 1 1