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vineet0814/README.md

Hi, I'm Vineet 👋

  • 🔭 I’m currently working on developing robust and reliable algorithms in Machine Learning with sound theoretical guarantees. Specifically in the fields of Federated Learning, Multi-Armed Bandits and Model Monitoring/Evaluation in deployment domain.
  • 🌱 In addition, my personal research interests include learning about Fine Tuning in LLMs and Diffusion Models.

Languages & Tools

Python  NumPy  Pandas  TensorFlow  PyTorch 

Markdown 

Git  GitHub  OpenCV  Jupyter Notebook 

LaTeX 

Operating Systems

Linux  MacOS 

vineet0814

 vineet0814

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  1. federated-learning federated-learning Public

    Implementation of various federated learning algorithms.

    Python

  2. contextual-bandits-OFUL contextual-bandits-OFUL Public

    Python

  3. Non-stationary-linear-bandits Non-stationary-linear-bandits Public

    Solving the problem of Non-stationary linear bandits using Ramanujan Periodicity Transforms

    Jupyter Notebook

  4. SimpleLoRA SimpleLoRA Public

    Implementation of Low-Rank Adaptation (LoRA) in LLMs using PEFT Library

    Jupyter Notebook