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pmeier/README.md

Hello fellow human 👋

I'm a scientific software engineer at Quansight working on PyTorch. I'm very active in the torchvision library and maintain the torchvision.datasets module there.

Outside of my work I have two major areas of interest:

  1. 🎨 Neural Style Transfer: During my research towards a PhD, I fell in love with Neural Style Transfer. I realized pretty soon that the available tooling is insufficient. Out of frustration with all the existing solutions, I wrote my own library for Neural Style Transfer based on PyTorch: pystiche.
  2. 💻 Developer Experience: Having worked on PyTorch and having written a library based on PyTorch I realized there are a few pain points for me. So I started some projects to make my life and hopefully everyone elses easier:
    • pytest-pytorch: PyTorch's test suite is only partially compatible with pytest. This is a small plugin to make them play ball.
    • light-the-torch: Installing pure Python libraries that depend on PyTorch is quite frustrating, since pip has no option to detect the available computation backends (CUDA, ROCm) and install the correct PyTorch binary. This is a small drop-in replacement for pip install to make it happen.
    • pytorch-pip-shim: Next evolutional step after light-the-torch: invasive, but with a better UX. Install once and never worry again.
  • 💬 Ask me about: Python, PyTorch, Neural Style Transfer
  • 📫 How to reach me: Open an issue in my personal repository.
  • 😄 Pronouns: he/him/his

Pinned

  1. Framework for Neural Style Transfer (NST) built upon PyTorch

    Python 135 13

  2. Reference implementation and replication of prominent NST papers

    Python 2 1

  3. Install PyTorch distributions with computation backend auto-detection

    Python 19

  4. Install PyTorch distributions with light-the-torch

    Python

  5. Source code for the paper "Content representation for Neural Style Transfer Algorithms based on Structural Similarity"

    Python

1,831 contributions in the last year

May Jun Jul Aug Sep Oct Nov Dec Jan Feb Mar Apr May Mon Wed Fri

Contribution activity

May 2021

Created 3 repositories

Created a pull request in PyTorchLightning/lightning-flash that received 123 comments

[WIP] add style transfer task with pystiche

What does this PR do? Add a style transfer task using pystiche as backend. Note: Change codeblock to test-code when 0.7.2 is out. Before submitting …

+559 −12 123 comments

Created an issue in chmp/ipytest that received 15 comments

Selecting individual tests in a cell

I'm looking for a way to use pytest's selection syntax together with ipytest. Consider the following cell: %%run_pytest[clean] class TestFoo: def t…

15 comments