Making Python fast for free – adventures with mypyc

• black

  322 37,376 9.4 Python

  The uncompromising Python code formatter

  

I like the concept of using mypyc to leverage type hints to compile python. But I was pretty frustrated recently when I got bit by a bug in mypyc[1] while trying to use black. Especially since I wasn't using mypyc myself and so didn't realize it was even in my dependency tree. Beware adding "alpha" quality software as a dependency to your supposedly production ready tool.

[1] https://github.com/psf/black/issues/2846

• sdk-python

  8 374 8.1 Python

  Temporal Python SDK

  

We built to logic backing the Temporal Python SDK[0] in Rust and leverage PyO3. Unfortunately Maturin didn't let us do some of the advanced things we needed to do for wheel creation (at the time, unsure now), so we use setuptools-rust with Poetry.

0 - https://github.com/temporalio/sdk-python

• InfluxDB

  www.influxdata.com sponsored

  Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

  

• matrix-mul-test

  1 2 10.0 TypeScript

  Testing matmul performance on the M1 Mac

• examples

  143 7,742 6.2 Jupyter Notebook

  TensorFlow examples (by tensorflow)

  

• Pytorch

  336 77,783 10.0 Python

  Tensors and Dynamic neural networks in Python with strong GPU acceleration

  

• cupy

  21 7,774 9.9 Python

  NumPy & SciPy for GPU

  

For that, you can use cupy[0], PyTorch[1] or Tensorflow[2]. They all mimic the numpy's API with the possibility to use your GPU.

[0] https://cupy.dev/

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