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[Experimental] Global causal discovery algorithms

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Closes: #29 and moves us towards #143 Changes proposed in this pull request: - generic GES algorithm implementation to allow future extensions more easily TODO: 1. Add unit-tests against other...

Bumps [codecov/codecov-action](https://github.com/codecov/codecov-action) from 3 to 4. Release notes Sourced from codecov/codecov-action's releases. v4.0.0 v4 of the Codecov Action uses the CLI as the underlying upload. The CLI has helped to...

dependencies

Bumps [abatilo/actions-poetry](https://github.com/abatilo/actions-poetry) from 2.3.0 to 3.0.0. Release notes Sourced from abatilo/actions-poetry's releases. v3.0.0 3.0.0 (2024-1-11) BREAKING CHANGE Use pipx to isolate poetry (#63) (7b6d33e) Functionality itself should expect to be...

dependencies

Bumps [actions/download-artifact](https://github.com/actions/download-artifact) from 3 to 4. Release notes Sourced from actions/download-artifact's releases. v4.0.0 What's Changed The release of upload-artifact@v4 and download-artifact@v4 are major changes to the backend architecture of Artifacts....

dependencies

Bumps [actions/upload-artifact](https://github.com/actions/upload-artifact) from 3 to 4. Release notes Sourced from actions/upload-artifact's releases. v4.0.0 What's Changed The release of upload-artifact@v4 and download-artifact@v4 are major changes to the backend architecture of Artifacts....

dependencies

Bumps [actions/setup-python](https://github.com/actions/setup-python) from 4 to 5. Release notes Sourced from actions/setup-python's releases. v5.0.0 What's Changed In scope of this release, we update node version runtime from node16 to node20 (actions/setup-python#772)....

dependencies

Tracking what it will take to do an initial release for v0.1. We should do a simultaneous release of `pywhy-graphs` v0.1, so that way. Some left-over PRs I want to...

**Is your feature request related to a problem? Please describe.** A basic implementation of notears that implements a preliminary abstraction to guide further development from feature PRs such as #144...

Fixes # Changes proposed in this pull request: - S-FCI algorithm ## Before submitting - [ ] I've read and followed all steps in the [Making a pull request](https://github.com/py-why/dodiscover/blob/main/CONTRIBUTING.md#making-a-pull-request) section...

Changes proposed in this pull request: This PR adds the following causal discovery method: [Gradient-Based Neural DAG Learning](https://arxiv.org/abs/1906.02226), Lachapelle et al., 2020. The code is heavily based on the [author's...