What's Changed
* Added docstrings for functions in `conn_oinfo_jax` and `conn_oinfo_np` by Dishie2498 in https://github.com/brainets/hoi/pull/1
* 2 removed neuro oreintation and frites dependency by Dishie2498 in https://github.com/brainets/hoi/pull/4
* Added the vmap implementation by Dishie2498 in https://github.com/brainets/hoi/pull/6
* 5 ent vector vmap by Dishie2498 in https://github.com/brainets/hoi/pull/7
* Documentation 1.0 by Dishie2498 in https://github.com/brainets/hoi/pull/8
* Documentation v2 by Dishie2498 in https://github.com/brainets/hoi/pull/11
* Documentation v3 by Dishie2498 in https://github.com/brainets/hoi/pull/13
* Setting up of sphinx-gallery by Dishie2498 in https://github.com/brainets/hoi/pull/15
* Flake8 and black test in lint.yml by Dishie2498 in https://github.com/brainets/hoi/pull/19
* Lint and unit tests check in workflow by Dishie2498 in https://github.com/brainets/hoi/pull/20
* Bump actions/checkout from 2 to 3 by dependabot in https://github.com/brainets/hoi/pull/21
* Bump actions/setup-python from 2 to 4 by dependabot in https://github.com/brainets/hoi/pull/22
* Bump actions/checkout from 3 to 4 by dependabot in https://github.com/brainets/hoi/pull/24
* Smoke tests for core and utils by Dishie2498 in https://github.com/brainets/hoi/pull/23
* Code for TC, DTC and S-info by thomasrobiglio in https://github.com/brainets/hoi/pull/27
* Simulation hoi script by aopy in https://github.com/brainets/hoi/pull/26
* Adding theoretical overview, one example and references by Mattehub in https://github.com/brainets/hoi/pull/28
* adding TC, DTC, Sinfo, link to class by Mattehub in https://github.com/brainets/hoi/pull/29
* fixing refs problem (one ref was repeated in refs.bib) by Mattehub in https://github.com/brainets/hoi/pull/30
* Bump JamesIves/github-pages-deploy-action from 4.4.3 to 4.5.0 by dependabot in https://github.com/brainets/hoi/pull/31
* Tutorial for core metrics (ent. & MI) by thomasrobiglio in https://github.com/brainets/hoi/pull/34
* Fixing MI estimator with KNN by chrisferreyra13 in https://github.com/brainets/hoi/pull/38
* Bump codecov/codecov-action from 3 to 4 by dependabot in https://github.com/brainets/hoi/pull/36
* Bump actions/setup-python from 4 to 5 by dependabot in https://github.com/brainets/hoi/pull/35
* functions for red and syn in the phiID by Mattehub in https://github.com/brainets/hoi/pull/37
* Bump JamesIves/github-pages-deploy-action from 4.5.0 to 4.6.1 by dependabot in https://github.com/brainets/hoi/pull/39
* Bump actions/setup-python from 4 to 5 by dependabot in https://github.com/brainets/hoi/pull/41
* adding the documentation about phiID and correcting few parts by Mattehub in https://github.com/brainets/hoi/pull/43
* Fixing an issue with the goinfo, when giving multiplets as input by Mattehub in https://github.com/brainets/hoi/pull/40
* Simplifying the simulations module. by Mattehub in https://github.com/brainets/hoi/pull/44
* Adding the example for synergy and redundancy as defined using the phiID framework. by Mattehub in https://github.com/brainets/hoi/pull/45
* Find and corrected issue for the GradientOinfo when multiplets are specified. by Mattehub in https://github.com/brainets/hoi/pull/46
* fixing the problem of simulation parameters by Mattehub in https://github.com/brainets/hoi/pull/47
New Contributors
* dependabot made their first contribution in https://github.com/brainets/hoi/pull/21
* thomasrobiglio made their first contribution in https://github.com/brainets/hoi/pull/27
* aopy made their first contribution in https://github.com/brainets/hoi/pull/26
* Mattehub made their first contribution in https://github.com/brainets/hoi/pull/28
* chrisferreyra13 made their first contribution in https://github.com/brainets/hoi/pull/38
**Full Changelog**: https://github.com/brainets/hoi/commits/v0.0.0