Abcd-graph

Latest version: v0.3.0

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0.3.1

Fixes
- Fixed calculating expected community cdf ([48](https://github.com/AleksanderWWW/abcd-graph/pull/48))
- Fixed build crashing with integer beta and gamma values ([48](https://github.com/AleksanderWWW/abcd-graph/pull/48))

Changes
- Made property computation lazy ([45](https://github.com/AleksanderWWW/abcd-graph/pull/45))

Enhancements
- Sped up building `Xi matrix` by pre-computing community volumes and empirical xi's ([47](https://github.com/AleksanderWWW/abcd-graph/pull/47))

0.3.0

Misc
- Added an example of using the library in a Jupyter notebook ([29](https://github.com/AleksanderWWW/abcd-graph/pull/29))

Features
- Improved `Dockerfile` and added option to install additional packages during image build ([28](https://github.com/AleksanderWWW/abcd-graph/pull/28))
- Added a top-level `ABCDCommunity` class to represent user-facing community properties ([31](https://github.com/AleksanderWWW/abcd-graph/pull/31))
- Added a method to retrieve membership list for the graph ([34](https://github.com/AleksanderWWW/abcd-graph/pull/34))
- Added ground truth community property to exported graph attributes ([34](https://github.com/AleksanderWWW/abcd-graph/pull/34))
- Added outlier generation to the graph ([36](https://github.com/AleksanderWWW/abcd-graph/pull/36))

Breaking Changes
- Renamed the top level graph object from `Graph` to `ABCDGraph` ([31](https://github.com/AleksanderWWW/abcd-graph/pull/31))
- Made retrieving edge and community lists the responsibility of the `ABCDGraph` object ([31](https://github.com/AleksanderWWW/abcd-graph/pull/31))
- Change `ABCDParams` arguments and get rid of pydantic ([36](https://github.com/AleksanderWWW/abcd-graph/pull/36))
- Include number of vertices and number of outliers to the params ([36](https://github.com/AleksanderWWW/abcd-graph/pull/36))

0.2.1

0.2.0

Features
- Added exporting the graph to `scipy.csr_matrix` ([16](https://github.com/AleksanderWWW/abcd-graph/pull/16))
- Added a function to set the random seed ([17](https://github.com/AleksanderWWW/abcd-graph/pull/17))
- Expose method to list communities' edges ([18](https://github.com/AleksanderWWW/abcd-graph/pull/18))
- Add exporting graph to vector of pairs ([19](https://github.com/AleksanderWWW/abcd-graph/pull/19))
- Added empirical xi (global and per community) to diagnostics ([20](https://github.com/AleksanderWWW/abcd-graph/pull/20))
- Added `degree_sequence` property calculated from edge list ([20](https://github.com/AleksanderWWW/abcd-graph/pull/20))
- Implemented callback mechanism to handle diagnostics and visualization ([23](https://github.com/AleksanderWWW/abcd-graph/pull/23))
- Added visualization of CDF of community sizes and degrees ([23](https://github.com/AleksanderWWW/abcd-graph/pull/23))

Changes
- Restructured the project to have a more consistent API ([23](https://github.com/AleksanderWWW/abcd-graph/pull/23))
- Renamed env variable controlling logging level to `ABCD_LOG` ([23](https://github.com/AleksanderWWW/abcd-graph/pull/23))

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