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README.qmd
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---
format: gfm
---
# neurips2022_multimodal_topmethods
You can find the Kaggle competition leaderboard [here](https://www.kaggle.com/competitions/open-problems-multimodal/leaderboard)
## Top of the leaderboard
|Pos|Team|solution|code|
|---|---|---|----|
|1|Shuji Suzuki|[readme](src/shuji_suzuki/readme.md)|[viash](src/shuji_suzuki)|
|2|senkin & tmp|[readme](src/senkin_tmp/readme.md)|[github](https://github.com/senkin13/kaggle/tree/master/Open-Problems-Multimodal-Single-Cell-Integration-2nd-Place-Solution)|
|3|Makotu|[readme](src/makotu/readme.md)|[viash](src/makotu)|
|4|Oliver Wang|[readme](src/oliver_wang/readme.md)|[github](https://github.com/oliverwang15/4th-Place-Solution-for-Open-Problems-Multimodal-Single-Cell), [viash](src/oliver_wang), [kaggle](https://www.kaggle.com/oliverwang15/code)|
|5|Lucky Shake|[readme](src/lucky_shake/desciption.md)|[kaggle](https://www.kaggle.com/qqzzxxdd/code)|
|6|\[Risk-ZaloPay\] Aggressive|[readme](src/aggressive/readme.md)| unknown |
|7|chromosom|[readme](src/chromosom/readme.md)| unknown |
|8|vialactea|[readme](src/vialactea/readme.md)| unknown |
|9|VHI|no solution posted| [kaggle](https://www.kaggle.com/code/dvmodeler/silver-place-post-processing-transform) |
|10|\[Rist\]e-toppo|no solution posted| unknown |
## Fetch data
```
kaggle competitions download -c open-problems-multimodal
unzip open-problems-multimodal.zip -d resources
kaggle datasets download -d ryanholbrook/open-problems-raw-counts
unzip open-problems-raw-counts.zip -d resources
```
## Conversion to viash
### Shuji Suzuki
OK, converted to viash component.
### Senkin & tmp
NOK, competition code is stored in a directory in a repo with all kaggle competitions.
### Makotu
NOK, converted to viash but not able to test as the depedencies in the requirements file gives an error.
### Oliver Wang
NOK, partly converted to viash but some notebooks are stored on kaggle. It is also not clear in which order the notebooks need to be run.
### Lucky shake
NOK, notebooks are stored on Kaggle.
### \[Risk-ZaloPay\]
NOK, code storage is unknown.
### chromosom
NOK, code storage is unknown.
### vialactea
NOK, code storage is unknown.
### VHI
NOK, notebook is stored on kaggle.
### \[Rist\]e-toppo
NOK, code storage is unknown.