Release 0.6.0

[0.6.0] - 2022-03-25

Added

• Static type analysis
  • stubs for networkx, igraph and scipy csr_matrix
  • types for Pólya-Urn method
• Automatic benchmarking with pytest-benchmark
• Numba support for special functions GammaLn and BetaLn
• Python's lru_cache for memoization inside of Pólya-Urn
• NumbaPolya cache for memoization using JIT-classes
  • This gave a significant speedup for the Pólya-Urn method, approx 80x compared to numba python-lru version.

Fixed

• Pólya-Urn performance issues
• Pólya-Urn docstrings

Changed

• Args for Pólya-Urn method
• Makefile targets:
  • make tests -> make pytests
    • skip all the benchmarks tests
  • make benchmark name="{BENCHMARK_NAME}"
    • run the benchmarks
  • github actions now uses the makefile for tests
• Return types for all graph filter methods
• Pólya-Urn code organization
• Disable mypy for while until it is fixed