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Collection of Python code for using in lab environment (data acquisition, device communication, data analysis)

Project description

PyLabLib is a collection of code intended to simplify some of the coding tasks encountered in a physics laboratory.

Some major parts include:
  • Simpler loading and saving of data in text or binary files.

  • Data tables with heterogeneous columns and more universial indexing (heavy overlap with pandas).

  • Some data processing utilities: filtering, decimating, peak detection, FFT (mostly wrappers around numpy and scipy).

  • Classes for device control (universal wrapper for pyVISA, pySerial and network backends).

  • More user-friendly fitting interface.

  • Multi-level dictionaries which are convenient for storing heterogeneous data and settings in human-readable format.

  • A bunch more utilities dealing with file system (creating, moving and removing folders, zipping/unzipping, path normalization), network (simplifed interface for client and server sockets), strings (serializing and de-serializing values), function introspection, and more.

For a more comprehensive, specialized (classes for certain equipment, GUI building, multithreading, specific computational tasks) and up-to-date version of the library, see pLL project (https://github.com/AlexShkarin/pLL).

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