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KostasBanos/README.md

Welcome to my GitHub

  • PhD candidate in Statistics at McMaster University, supervised by Prof. Narayanaswamy Balakrishnan, Distinguished University Professor.
  • Interests: Algorithms, Machine Learning, NLP, Quantitative Finance.
  • Current work: Power-Law Nonparametric Bayesian Models for Continuous-Time Document Streams.
  • Reach me: Email | LinkedIn | Website | GitHub

Some of the Technologies I have used

  • Languages:
    Python R C MySQL PostgreSQL LaTeX

  • ML / AI:
    PyTorch TensorFlow scikit-learn XGBoost Transformers

  • Bayesian / Stats:
    Stan PyMC brms JAGS NumPyro lme4 glmmTMB

  • Data / Scientific:
    NumPy pandas SciPy Matplotlib Plotly tidyverse ggplot2

  • Tools:
    Git GitHub Jupyter Colab VSCode Overleaf

  • Other:
    SPSS Stata Excel Photoshop

Popular repositories Loading

  1. Advanced_Linear_Models Advanced_Linear_Models Public

    These projects were completed during a graduate course in statistical modelling at McMaster University taught by Prof. Ben Bolker, a leading figure in computational statistics. The work spans advan…

    1

  2. PYHP-HPYHP PYHP-HPYHP Public

    Master’s thesis code: Custom Sequential Monte Carlo inference for the Pitman–Yor Hawkes Process, clustering news events by time and text with preprocessing and analysis.

    Jupyter Notebook 1

  3. KostasBanos KostasBanos Public

    Configuration and content files for the GitHub profile of Konstantinos Banos.

  4. KostasBanos.github.io KostasBanos.github.io Public template

    Forked from alshedivat/al-folio

    Personal website forked from al-folio

    SCSS