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  • Calgary, Canada

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HH197/README.md

Hi there 👋 I'm Hamid

I'm a machine learning enthusiast and a M.Sc. graduate in Mathematics and Statistics from the University of Calgary. I'm always curious about what's under the hood of machine learning models!

Nowadays, I'm developing Grad-Learn, an open-source Python library supported by PyTorch and Pyro on the backend. Grad-Learn enables flexible and scalable statistical learning and inference for large data sets, unifying the best of modern deep learning and classic machine learning (read more about Grad-Learn). Check out my Portfolio for some of my projects, micro-projects, skills, certificates, and achievements.

In my free time, I like to read, hike, travel, and watch documentaries and TV series.

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  1. Portfolio Portfolio Public

    Some of my Data Science and Data Analysis projects I have done for academic, self-learning and hobby purposes.

    1

  2. Grad-Learn Grad-Learn Public

    Large-Scale Statistical Learning and Inference with Gradient Descent, PyTorch, and Pyro

    Python 1

  3. Unsupervised-cell-population-identification Unsupervised-cell-population-identification Public

    Unsupervised cell population identification using three steps: pre-processing, dimension reduction, and clustering.

    Jupyter Notebook

  4. Deep-Generative-Modeling-and-Probabilistic-Dimension-Reduction Deep-Generative-Modeling-and-Probabilistic-Dimension-Reduction Public

    Re-implemntation of scVI (a deep generative model) using PyTorch, PyTorch Lightning, and Pyro

    Jupyter Notebook

  5. GLM-project GLM-project Public

    Car Price and Heart Failure prediction using Generalized Linear Models (GLMs)

    R