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update for 0.10.4 (#194)
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* update for 0.10.4

* add 0.10.4 file
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Intron7 authored May 13, 2024
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23 changes: 1 addition & 22 deletions README.md
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Expand Up @@ -16,30 +16,9 @@ Rapids-singlecell offers enhanced single-cell data analysis as a near drop-in re

Our commitment with rapids-singlecell is to deliver a powerful, user-centric tool that significantly enhances single-cell data analysis capabilities in bioinformatics.

## Installation
### Conda
The easiest way to install *rapids-singlecell* is to use one of the *yaml* file provided in the [conda](https://github.com/scverse/rapids_singlecell/tree/main/conda) folder. These *yaml* files install everything needed to run the example notbooks and get you started.
```
conda env create -f conda/rsc_rapids_24.02.yml
# or
mamba env create -f conda/rsc_rapids_24.04.yml
```
### PyPI
```
pip install rapids-singlecell
```
The default installer doesn't cover RAPIDS nor cupy. Information on how to install RAPIDS & cupy can be found [here](https://rapids.ai/start.html).

If you want to use RAPIDS PyPI packages, the whole library with all dependencies can be install with:
````
pip install 'rapids-singlecell[rapids11]' --extra-index-url=https://pypi.nvidia.com #CUDA11.X
pip install 'rapids-singlecell[rapids12]' --extra-index-url=https://pypi.nvidia.com #CUDA12
````
It is important to ensure that the CUDA environment is set up correctly so that RAPIDS and Cupy can locate the necessary libraries.

## Documentation

Please have a look through the [documentation](https://rapids-singlecell.readthedocs.io/en/latest/)
For more information please have a look through the [documentation](https://rapids-singlecell.readthedocs.io/en/latest/)


## Citation
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1 change: 0 additions & 1 deletion docs/release-notes/0.10.3.md
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* updates `gr.spatial_autocorr` to use a preallocation during the iterations {pr}`188` {smaller}`S Dicks`
* `_get_mean_var` for dense input now uses `cupy.ReductionKernel` to improve precision and speed {pr}`190` {smaller}`S Dicks`

#190
```{rubric} Bug fixes
```
* fixes a bug where the `pp.scale` would have issues with `int64` indexing {pr}`187` {smaller}`S Dicks`
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15 changes: 15 additions & 0 deletions docs/release-notes/0.10.4.md
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### 0.10.3 {small}`2024-05-14`

```{rubric} Features
```

```{rubric} Performance
```

```{rubric} Bug fixes
```
* fixes the creation of the docker container on release {pr}`193` {smaller}`T Korten (HZDR/Helmholtz AI)`


```{rubric} Misc
```
2 changes: 2 additions & 0 deletions docs/release-notes/index.md
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# Release notes

## Version 0.10.0
```{include} /release-notes/0.10.4.md
```
```{include} /release-notes/0.10.3.md
```
```{include} /release-notes/0.10.2.md
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