Skip to content
View theorashid's full-sized avatar
35 followers · 35 following

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2Achievement: QuickdrawAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pair ExtraordinaireAchievement: YOLOAchievement: Pull Sharkx2Achievement: QuickdrawAchievement: Arctic Code Vault Contributor

Highlights

  • Pro

Block or report theorashid

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Please don't include any personal information such as legal names or email addresses. Maximum 100 characters, markdown supported. This note will be visible to only you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
theorashid/README.md 
Theo Rashid
┣━━ code for me
┃   ┣━━ probabilistic-programming-packages  - same forecasting model, different PPLs
┃   ┣━━ mortality-statsmodel                - scalable, Bayesian spatiotemporal models for mortality
┃   ┣━━ bayesian-envhealth-models           - Bayesian models for environmental health
┃   ┗━━ cookiecutter-r-project              - template for analysis project in R
┣━━ code I helped with
┃   ┣━━ numpyro                             - probabilistic programming, jax backend
┃   ┣━━ pymc                                - probabilistic programming, pytensor backend
┃   ┣━━ pytensor                            - python C/jax/numba tensor library
┃   ┣━━ bayeux                              - inference for Bayesian models in jax
┃   ┗━━ GPJax                               - Gaussian processes in jax
┣━━ code I would like to work on
┃   ┣━━ blackjax                            - samplers in jax
┃   ┣━━ dynamax                             - state space models in jax
┃   ┗━━ nimble                              - probabilistic programming in R, customisable samplers
┗━━ work
    ┣━━ Amazon                              - Applied Scientist, probabilistic forecasting
    ┣━━ Faculty                             - Data Science Fellow
    ┣━━ Freelance                           - Loamin, Robbie Parks, Columbia, Seth Flaxman, Oxford
    ┣━━ Amazon                              - Applied Scientist intern
    ┗━━ Imperial College London
        ┣━━ PhD, Biostatistics              - Scalable spatiotemporal mortality modelling
        ┃   ┣━━ thesis                      - thesis, written in quarto
        ┃   ┗━━ thesis-analysis             - code for postprocessing and plotting in thesis
        ┗━━ MSci, Theoretical Physics       - Mostly maths

Read what I'm learning.

Pinned Loading

  1. pymc-devs/pymc pymc-devs/pymc Public

    Bayesian Modeling and Probabilistic Programming in Python

    Python 8.7k 2k

  2. pyro-ppl/numpyro pyro-ppl/numpyro Public

    Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.

    Python 2.3k 245

  3. probabilistic-programming-packages probabilistic-programming-packages Public

    Trying out different probabilistic programming packages on the same statistical model

    Python 8 2

  4. mortality-statsmodel mortality-statsmodel Public

    Mortality using bayesian hierarchical modelling

    R 6 2

  5. sparklabnyc/cookiecutter-r-project sparklabnyc/cookiecutter-r-project Public

    Template for analysis project in R

    R 1

  6. thesis thesis Public

    PhD thesis

    HTML 1