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changelog update
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coquelin77 committed Jun 23, 2021
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## Highlights


## Breaking Changes
- [#758](https://github.com/helmholtz-analytics/heat/pull/758) Indexing a distributed `DNDarray` along the `DNDarray.split` dimension now returns a non-distributed `DNDarray`, i.e. the indexed element is MPI-broadcasted.
Example on 2 processes:
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- [#787](https://github.com/helmholtz-analytics/heat/pull/787) Fixed an issue where Heat cannot be imported when some optional dependencies are not available.
- [#790](https://github.com/helmholtz-analytics/heat/pull/790) catch incorrect device after `bcast` in `DNDarray.__getitem__`
- [#811](https://github.com/helmholtz-analytics/heat/pull/811) Fixed memory leak in `DNDarray.larray`
- [#820](https://github.com/helmholtz-analytics/heat/pull/820) `randn` values are pushed away from 0 by the minimum value the given dtype before being transformed into the Gaussian shape

## Feature additions
### Exponential
- [#812](https://github.com/helmholtz-analytics/heat/pull/712) New feature: `logaddexp`, `logaddexp2`

### Linear Algebra
- [#718](https://github.com/helmholtz-analytics/heat/pull/718) New feature: `trace()`
- [#768](https://github.com/helmholtz-analytics/heat/pull/768) New feature: unary positive and negative operations
- [#820](https://github.com/helmholtz-analytics/heat/pull/820) `dot` can handle matrix vector operation now

### Trigonometrics / Arithmetic
- [#806](https://github.com/helmholtz-analytics/heat/pull/809) New feature: `square`
- [#809](https://github.com/helmholtz-analytics/heat/pull/809) New feature: `acosh`, `asinh`, `atanh`

### Misc.
- [#761](https://github.com/helmholtz-analytics/heat/pull/761) New feature: `result_type`

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