What's Changed
* Setup repo by adam2392 in https://github.com/py-why/pywhy-graphs/pull/1
* [ENH] Adding basic ADMG implementation by adam2392 in https://github.com/py-why/pywhy-graphs/pull/5
* [ENH] Adding cpdag class by adam2392 in https://github.com/py-why/pywhy-graphs/pull/6
* [DOC, ENH] Cleanup repo and docs and add typing by adam2392 in https://github.com/py-why/pywhy-graphs/pull/8
* [ENH] Add PAG class by adam2392 in https://github.com/py-why/pywhy-graphs/pull/9
* [ENH] PAG algorithms to enable FCI algorithm by adam2392 in https://github.com/py-why/pywhy-graphs/pull/10
* Bump abatilo/actions-poetry from 2.0.0 to 2.1.6 by dependabot in https://github.com/py-why/pywhy-graphs/pull/15
* Add MVG projects docs by petergtz in https://github.com/py-why/pywhy-graphs/pull/13
* Remove license in doc/index.rst by petergtz in https://github.com/py-why/pywhy-graphs/pull/14
* [ENH] Array graph compatibility with causal-learn by adam2392 in https://github.com/py-why/pywhy-graphs/pull/16
* [ENH] Adding acyclification procedure by adam2392 in https://github.com/py-why/pywhy-graphs/pull/17
* [DOC] Fix installation page by adam2392 in https://github.com/py-why/pywhy-graphs/pull/18
* [VIZ] Fix visualization function to plot PAG and CPDAG correctly by adam2392 in https://github.com/py-why/pywhy-graphs/pull/20
* [CI] Quick fix on the docstring of ADMG, PAG algorithms typing and pyproject toml for dowhy dev dependency by adam2392 in https://github.com/py-why/pywhy-graphs/pull/19
* [DOC] Adding basic conceptual example of causal graphs by adam2392 in https://github.com/py-why/pywhy-graphs/pull/11
* Bump actions/checkout from 2 to 3 by dependabot in https://github.com/py-why/pywhy-graphs/pull/22
* Bump abatilo/actions-poetry from 2.1.6 to 3.7.4 by dependabot in https://github.com/py-why/pywhy-graphs/pull/25
* Bump abatilo/actions-poetry from 2.1.6 to 2.2.0 by dependabot in https://github.com/py-why/pywhy-graphs/pull/27
* [ENH, VIZ] updating draw() for using a graph layout that allows us to fix node positions by siebert-julien in https://github.com/py-why/pywhy-graphs/pull/26
* [NETWORKX] Add MixedEdgeGraph into package by adam2392 in https://github.com/py-why/pywhy-graphs/pull/29
* [ENH, GRAPH] Experimental: A module for time-series graphs that relies on only networkx, and simulation and algorithms for time-series by adam2392 in https://github.com/py-why/pywhy-graphs/pull/21
* Improve coverage by testing existing methods better by adam2392 in https://github.com/py-why/pywhy-graphs/pull/32
* Implement uncovered circle path functionality by jaron-lee in https://github.com/py-why/pywhy-graphs/pull/42
* Improve and maintain m-separation function by jaron-lee in https://github.com/py-why/pywhy-graphs/pull/46
* [BUG, ENH] Implement BFS m-separation algorithm by jaron-lee in https://github.com/py-why/pywhy-graphs/pull/48
* [TEST COVERAGE] Improve test coverage of time-series graph submodule by adam2392 in https://github.com/py-why/pywhy-graphs/pull/37
* [MAINT] Improve overall module for ts and improve test coverage by adam2392 in https://github.com/py-why/pywhy-graphs/pull/55
* [MAINT] Improve coverage more with unit-tests by adam2392 in https://github.com/py-why/pywhy-graphs/pull/56
* [ENH] Implement minimal m-separator functionality for enumerating minimal m-separators and also checking if separating set is minimal by jaron-lee in https://github.com/py-why/pywhy-graphs/pull/53
* [ENH] Adding intervention graph classes for known graphs and equivalence classes and improve graph class documentation by adam2392 in https://github.com/py-why/pywhy-graphs/pull/49
* Bump abatilo/actions-poetry from 2.2.0 to 2.3.0 by dependabot in https://github.com/py-why/pywhy-graphs/pull/59
* [ENH] Export and import graph classes from other common interfaces by adam2392 in https://github.com/py-why/pywhy-graphs/pull/60
* Add ananke graph export functionality by jaron-lee in https://github.com/py-why/pywhy-graphs/pull/63
* [DOC] Add some documentation describing Networkx vs PywhyGraphs by adam2392 in https://github.com/py-why/pywhy-graphs/pull/66
* [ENH] Add ability to draw graphs with a title by aryan26roy in https://github.com/py-why/pywhy-graphs/pull/71
* add pre-commit hook by jaron-lee in https://github.com/py-why/pywhy-graphs/pull/68
* [MAINT] Improve some tests and refactor dev experience to be in line w/ dowhy by adam2392 in https://github.com/py-why/pywhy-graphs/pull/74
* [ENH] Add functional submodule by adam2392 in https://github.com/py-why/pywhy-graphs/pull/75
* [ENH] Adding multi-domain functional linear graph and fix bug related to drawing causal graphs by adam2392 in https://github.com/py-why/pywhy-graphs/pull/77
* [MAINT] Dropping checks for Python 3.8 in NetworkX checks by aryan26roy in https://github.com/py-why/pywhy-graphs/pull/80
* [ENH] Add ability to determine whether an inducing path exists between two nodes by aryan26roy in https://github.com/py-why/pywhy-graphs/pull/78
* [DOCS] Add an example for the Inducing Path function by aryan26roy in https://github.com/py-why/pywhy-graphs/pull/83
* [ENH] Make release v0.1 by adam2392 in https://github.com/py-why/pywhy-graphs/pull/84
New Contributors
* adam2392 made their first contribution in https://github.com/py-why/pywhy-graphs/pull/1
* dependabot made their first contribution in https://github.com/py-why/pywhy-graphs/pull/15
* petergtz made their first contribution in https://github.com/py-why/pywhy-graphs/pull/13
* siebert-julien made their first contribution in https://github.com/py-why/pywhy-graphs/pull/26
* jaron-lee made their first contribution in https://github.com/py-why/pywhy-graphs/pull/42
* aryan26roy made their first contribution in https://github.com/py-why/pywhy-graphs/pull/71
**Full Changelog**: https://github.com/py-why/pywhy-graphs/commits/v0.1