fehiepsi

a math student, a data novice, a zen mind

GoogleProvidence, RI

Pinned Repositories

mimic3
research for MIMIC-III dataset
Language:Jupyter Notebook7 3 12
pytorch-notebooks
notebooks for self-studying PyTorch
Language:Jupyter Notebook3 3 00
rethinking-numpyro
Statistical Rethinking (2nd ed.) with NumPyro
Language:Jupyter Notebook443 13 1473
rethinking-pyro
Statistical Rethinking with PyTorch and Pyro
Language:Jupyter Notebook161 5 534
web-traffic-time-series-forecasting
kaggle competition: https://www.kaggle.com/c/web-traffic-time-series-forecasting
Language:Jupyter Notebook16 4 17
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Language:Python30k 328 5.5k2.7k
coix
Inference Combinators in JAX
Language:Jupyter Notebook43 7 92
funsor
Functional tensors for probabilistic programming
Language:Python235 18 14520
numpyro
Probabilistic programming with NumPy powered by JAX for autograd and JIT compilation to GPU/TPU/CPU.
Language:Python2.1k 52 768235
pyro
Deep universal probabilistic programming with Python and PyTorch
Language:Python8.5k 201 1.1k984

fehiepsi's Repositories

fehiepsi/rethinking-numpyro
Statistical Rethinking (2nd ed.) with NumPyro
Language:Jupyter Notebook443 13 1473
fehiepsi/rethinking-pyro
Statistical Rethinking with PyTorch and Pyro
Language:Jupyter Notebook161 5 534
fehiepsi/fehiepsi.github.io
my personal site, powered by nikola
Language:HTML1 2 0
fehiepsi/funsor
Functional analysis + tensors + symbolic algebra
Language:Python1 2 0
fehiepsi/jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
Language:Python1 2 0
fehiepsi/notebooks
my collection of notebooks from issues, pull requests, forum
Language:Jupyter Notebook1 1 0
fehiepsi/probability
Probabilistic reasoning and statistical analysis in TensorFlow
Language:Jupyter Notebook1 2 0
fehiepsi/arviz
Exploratory analysis of Bayesian models with Python
Language:Python2 0
fehiepsi/dex-lang
Research language for array processing in the Haskell/ML family
Language:Haskell1 0
fehiepsi/dotfiles
Language:Vim script2 0
fehiepsi/gpytorch
A highly efficient and modular implementation of Gaussian Processes in PyTorch
Language:Python2 0
fehiepsi/ipykernel
IPython Kernel for Jupyter
Language:Python2 0
fehiepsi/ipython
Official repository for IPython itself. Other repos in the IPython organization contain things like the website, documentation builds, etc.
Language:Python2 0
fehiepsi/jaxns
Nested sampling in JAX
Language:Python1 0
fehiepsi/manim-data-structures
A Manim plugin that contains common data structures to create Manimations.
fehiepsi/nbsphinx
:ledger: Sphinx source parser for Jupyter notebooks
Language:Python1 0
fehiepsi/nikola
A static website and blog generator
Language:Python2 0
fehiepsi/nikola-action
GitHub Action for building a Nikola site and deploying it to GitHub Pages
Language:Shell
fehiepsi/numpyro
Pyro on Numpy
Language:Python2 0
fehiepsi/oryx
Oryx is a library for probabilistic programming and deep learning built on top of Jax.
Language:Python0 0
fehiepsi/plotly-graph
Create interactive network graph visualizations.
Language:Python0 0
fehiepsi/pyfolio
Portfolio and risk analytics in Python
Language:Jupyter Notebook2 0
fehiepsi/pyro
Deep universal probabilistic programming with Python and PyTorch
Language:Jupyter Notebook2 0
fehiepsi/pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Language:Python2 0
fehiepsi/scipy
Scipy library main repository
Language:Python2 0
fehiepsi/sphinx-gallery
Sphinx extension for automatic generation of an example gallery
Language:Python1 0
fehiepsi/thuvien
Language:Jupyter Notebook2 0
fehiepsi/travis.com-test
Language:Python2 0
fehiepsi/travis_test
Language:Python2 0
fehiepsi/website
Pyro website
Language:Jupyter Notebook1 0