Cdlib

Changes:
- Dropped support for Python<=3.7
- Updated optional dependencies (see installation instructions)
- Type annotation for public interfaces
- Code style: Black

Bug fix:
- Infomap
- Minor bug fixes

New algorithms:
- Condor bipartite clustering algorithm
- Threshold Clustering (Guzzi et. al. 2013)
- LSWL
- LSWL+
- mod_m (Clauset2005)
- mod_r (Luo2006)
- Head Tail (Jiang2015)
- Core Expansion (Choumane2020)
- LPANNI (Lu2018)
- LPAM (Ponomarenko2019)
- DCS (Muhammad2016)
- UMSTMO (Asmi2020)
- Kcut (Ruan2007)
- SymmNMF (Kuang2012)
- SCD (Perez2014)
- GEMSEC (Rozemberczki2019)
- pyCombo (Sobolevsky2014)
- walkscan (Hollocou2016)
- Paris (Bonald2018)
- Principled Communities (Ball2011)
- Ricci flow community (Ni2019)
- EnDNTM (Jaiswa2021)

New Features:

- Dynamic Community Discovery support (general Identify & Match pattern)
- Remote dataset loading

New Algorithms:

- Belief
- Tiles
- CPM bipartite
- Infomap bipartite
- GA-net

Changes/Fix:

- I/O support for compressed files (gzip)
- AGDL bug fix

New Features:
- Weighted Communities algorithm
- Chinese Whispers algorithm
- Siblinarity Antichain algorithm
- Support for colourmap and community filtering in community-graph visualization
- Support for Directed/Attributed graph conversion (networkx <-> igraph)

Changes:
- Infomap implementation update
- MCL implementation updated
- Compatibility with Python 3.8
- Minor bug fixes

New Features:
- Integration of Graph-tools' CD algorithms
- Integration of karateclub's CD algorithms
- Integration of BiLPA, iLouvain, Eva
- Support for Bipartite Node clustering
- Support for Node Labeled clustering

Changes:
- Markov clustering moved from edge to node based

CDlib first release.