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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 193 24

  2. Reference implementation and replication of prominent NST papers

    Python 3 1

  3. Install PyTorch distributions with computation backend auto-detection

    Python 29 2

  4. tox-ltt Public

    Install PyTorch distributions with light-the-torch

    Python 1

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

    Python

1,478 contributions in the last year

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

Contribution activity

October 2021

Created a pull request in pytorch/pytorch that received 7 comments

Created an issue in pytorch/data that received 2 comments

Have a keep_filename option for all datapipes that read text files

CSVParser has it data/torchdata/datapipes/iter/util/csvparser.py Line 28 in 77c07bf but JsonParser and LineReader don't. For me this of…

2 comments

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