Du Phan fehiepsi

🏠

Working from home

a math student, a data novice, a zen mind

Achievements

pyro-ppl/pyro pyro-ppl/pyro Public

Deep universal probabilistic programming with Python and PyTorch

Python 9.1k 1k
pyro-ppl/numpyro pyro-ppl/numpyro Public

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

Python 2.8k 347
rethinking-numpyro rethinking-numpyro Public

Statistical Rethinking (2nd ed.) with NumPyro

Jupyter Notebook 475 85
pyro-ppl/funsor pyro-ppl/funsor Public

Functional tensors for probabilistic programming

Python 251 28
jax-ml/jax jax-ml/jax Public

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

Python 36.6k 4k
jax-ml/coix jax-ml/coix Public

Inference Combinators in JAX

Jupyter Notebook 54 3

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