I am a data and research scientist at theSwiss Data Science Center (SDSC) andETHZ in Zurich.

• 🔭 Research interests: generative modeling, causal inference, approximate (Bayesian) inference, probabilistic programming, software development, ...
• 👋 Contact: firstname dot lastname @ protonmail dot com

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1. pyro-ppl/numpyropyro-ppl/numpyroPublic

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

   Python 2.4k 249

2. stan-dev/mathstan-dev/mathPublic

   The Stan Math Library is a C++ template library for automatic differentiation of any order using forward, reverse, and mixed modes. It includes a range of built-in functions for probabilistic model…

   C++ 770 190

3. sbijaxsbijaxPublic

   Simulation-based inference in JAX

   Python 31 4

4. ramsey-devs/ramseyramsey-devs/ramseyPublic

   Probabilistic deep learning using JAX

   Python 13 3

5. surjectorssurjectorsPublic

   Surjection layers for density estimation with normalizing flows

   Python 2 1

6. reconcilereconcilePublic

   👐 Probabilistic reconciliation of time series forecasts

   Python 4