Du Phan

rethinking-numpyro. Statistical Rethinking (2nd ed.) with NumPyro

rethinking-pyro. Statistical Rethinking with PyTorch and Pyro

web-traffic-time-series-forecasting. kaggle competition: https://www.kaggle.com/c/web-traffic-time-series-forecasting

mimic3. research for MIMIC-III dataset

pytorch-notebooks. notebooks for self-studying PyTorch

two-sigma-financial-modeling. kaggle competition: https://www.kaggle.com/c/two-sigma-financial-modeling

fehiepsi.github.io. my personal site, powered by nikola

notebooks. my collection of notebooks from issues, pull requests, forum

probability. Probabilistic reasoning and statistical analysis in TensorFlow

the-nature-conservancy-fisheries-monitoring. kaggle competition: https://www.kaggle.com/c/the-nature-conservancy-fisheries-monitoring

ml-tutorials. notebooks to a series of lectures on machine learning for the labs

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

funsor. Functional analysis + tensors + symbolic algebra