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awesome-science

Awesome list of various tools for doing science
https://github.com/jdrusso/awesome-science

Last synced: 1 day ago
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  • Plotting

    • Aquarel - Library for templating and styling Matplotlib.
    • brokenaxes - Nifty package for making plots w/ broken axes, which is a major PITA otherwise in mpl.
  • Analysis

    • MSM-WE - Tools for building history-augmented Markov state models from WESTPA weighted ensemble data.
    • CuPy - Python CUDA bindings for NumPy/SciPy.
    • Deeptime - Python library for analyzing time series data, and the successor to PyEmma. Includes a hefty Markov analysis library.
  • Simulation

    • WESTPA - The best weighted ensemble implementation in town!
  • Utilities

    • magic-wormhole - Simple Python tool for easily sending documents between computers.
  • Development

    • Pretty-Printing

      • Gum - Library for pretty-fying shell scripts.
      • Rich - Incredible library for gorgeous output in Python scripts. Useful for logging, progress bars, formatted output, live-updating tables.
      • GitBook - Nice alternative to readthedocs for making pretty docs pages.
    • Terminal emulators

      • Alacritty - Fast, GPU-accelerated terminal emulator.
      • Kitty - Blazing fast, GPU-accelerated terminal emulator - but a little more fragile than Alacritty.
    • Version control

      • git-rr - Script for showing filenames in interactive rebases
    • Multiplexers

      • Byobu - Clean wrapper around tmux that provides nicely formatted multiplexing.
    • Window managers

      • i3 - Tiling window manager.
    • IDEs

  • Data Management

    • SigOpt - Outstanding tool for hyperparameter optimization + managing data and parameters for many analysis runs.
    • SigOpt - Outstanding tool for hyperparameter optimization + managing data and parameters for many analysis runs.