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Tools used in my pystops project.

Project description

Collection of Useful Tools for pystops Project

During my PhD, I noticed that some features that I implemented throughout my projects appeared repeatedly. As a result, I decided to separate these features and manage them appropriately.

Goal

Manage/unify fragmented features and deploy to pypi.org.

Features

  • Diagnostics
    • file I/O
      • Supports: csv, hdf5 (.h5), and vtk (both .vti and .vtu) formats
      • All data loaded are torch.Tensor
    • Tensorboard tracker
  • Logging, timer, and progress bar
    • Prettier representation using rich package

Dependencies

Main dependencies:

  • python = "^3.10"
  • h5py = "^3.8.0"
  • pyevtk = "^1.5.0"
  • rich = "^13.3.2"
  • tensorboard = "^2.12.0"
  • tqdm = "^4.65.0"
  • pandas = "^1.5.3"
  • torch = "^1.13.1"
  • vtk = "^9.2.6"

My other personal project:

  • pymyplot = "^0.2.7" (for plotting)

Project details


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