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 ┃ ┣━━ numba-oslo - fractal simulation in numba ┃ ┗━━ xarray-tropical-cyclones - tropical cyclone analysis with xarray ┣━━ 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 II, 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.
Highlights
- Pro
Pinned Loading
-
pymc-devs/pymc
pymc-devs/pymc PublicBayesian Modeling and Probabilistic Programming in Python
-
pyro-ppl/numpyro
pyro-ppl/numpyro PublicProbabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
-
probabilistic-programming-packages
probabilistic-programming-packages PublicTrying out different probabilistic programming packages on the same statistical model
-
mortality-statsmodel
mortality-statsmodel PublicMortality using bayesian hierarchical modelling
-
sparklabnyc/cookiecutter-r-project
sparklabnyc/cookiecutter-r-project PublicTemplate for analysis project in R
R 1
Something went wrong, please refresh the page to try again.
If the problem persists, check the GitHub status page or contact support.
If the problem persists, check the GitHub status page or contact support.