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VladimirOpaits/README.md

Languages & Frameworks

Python C++ R FastAPI CUDA

Libraries

PyTorch Transformers Scikit-Learn scikit-image OpenCV Pandas NumPy LangChain LangGraph BioPython Scanpy PyTorch Geometric

Cloud & Infrastructure

Debian AWS GCP Terraform Docker

Pinned Loading

  1. Funcional-genetic-element-recognition-agent Funcional-genetic-element-recognition-agent Public

    Python

  2. Isoform-Classification Isoform-Classification Public

    Jupyter Notebook

  3. tf-binding-sirna-prediction tf-binding-sirna-prediction Public

    Multi-input neural network for siRNA efficacy prediction combining sequence one-hot encoding and thermodynamic features. Pearson R 0.47 on experimental dataset.

    Jupyter Notebook

  4. Neural-Solution-Dedalus-Hackathon Neural-Solution-Dedalus-Hackathon Public

    Dedalus Hackathon project

    Python

  5. TelegramCases TelegramCases Public

    Python 1

  6. GAT-VAE-NB-for-visium-denoising-and-classification GAT-VAE-NB-for-visium-denoising-and-classification Public

    By combining Graph Attention Networks (GAT) with a Variational Autoencoder (VAE) and a Negative Binomial (NB) distribution head, the model effectively captures both the local gene expression profil…

    Jupyter Notebook