Stability and Enhancement Update v0.2.0

What's Changed

Version 0.2.0: Major Enhancements and Bug Fixes by @cbueth in #21

• 🔄 Granger: Rework bidirectional version

  • Add description of GC
  • Add bibliography for doc
    sphinxcontrib.bibtex

• 🐛 Fix: Stability of random data

  • Remove use of :func:numpy.random.randint()
  • Add test test_gen_rand_data_stability()
  • Add fixed seed to fixture two_fmri_time_series()

• 🐛 Fix: Fix OS connectivity

  • Rename to fit with US english: synchronisation -> synchronization

• 📝 EX: Add example comparing connectivities with fMRI data

• ✏️ Typo: Correct fMRI typo

• 🐛 Fix: Random time series indexing

• 📈 Z-Score: Added max_period, exclude current datapoint

  • Added max_periods parameter to Z-Score normalization function to limit the number of periods considered in calculations.
  • Excluded the current point from mean and standard deviation calculations.

• 📐 Sig: Make time series positional only

• 🧪 Test: Add automatic tests for all norms and connectivities

  • Uses generated data
  • Approaches not all functioning yet

• 📚 Add data generation methods

  • Generate fMRI time series
  • Wrapper for all approaches
  • Increased max-args = 8
  • Corrected argument order

• 📁 Ignore built folder, uses by pip

• 📚 Doc: Changed setup modality compatible with pip and micromamba

• 🧪 Tests: Add python 3.10 and 3.12 compatibility

• 🔄 CI/CD: Change environment caching runner

Full Changelog: v0.1.0...v0.2.0