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naity/README.md

Hi 👋, I'm Yuan Tian

AI | Machine Learning | Deep Learning | Data Science | Bioinformatics | Computational Biology
Building innovative AI/ML applications to solve real-world problems. 💻📊🧬

Connect with me:

ytiancompbio ytiancompbio @yuan_tian ytiancompbio ytiancompbio

Languages and Tools:

aws docker gcp git linux mysql pandas python pytorch scikit_learn seaborn

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  1. protein-transformer protein-transformer Public

    Implement, train, tune, and evaluate a transformer model for antibody classification with this step-by-step code.

    Jupyter Notebook 4 3

  2. ReceptorAI ReceptorAI Public

    Discover TCR matches, antigen specificity, and structure with AI

    Jupyter Notebook 1

  3. image_tabular image_tabular Public

    Integrate image and tabular data for deep learning

    Jupyter Notebook 88 37

  4. DeepUFC2 DeepUFC2 Public

    Now with data scraping and implementation in PyTorch

    Jupyter Notebook 35 15

  5. citeseq_autoencoder citeseq_autoencoder Public

    Integrative analysis of single-cell multi-omics data using deep learning

    Jupyter Notebook 1 1

  6. finetune-esm finetune-esm Public

    Scalable Protein Language Model Finetuning with Distributed Learning and Advanced Training Techniques such as LoRA.

    Jupyter Notebook 11 1