Sdo-cli

What's Changed
* allows to configure wandb run id by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/48
* allows val change for wandb by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/49
* allows to reduce the memory footprint by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/50
* allows to filter by obs time by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/51
* adds correct scaling factors by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/52
* several improvements and fixes by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/53
* refactors prediction pipeline by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/54
* Feature/obs time config by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/55
* adds an option to also store the source image by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/56
* several minor improvements, adds debug option, fixes image generation by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/57
* fixes an issue where a calculation likely was not on the gpu by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/58
* times train loop by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/59
* fixes issues with prediction and enhances generation by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/60
* adds vae config by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/61
* adds config with reduced lr for the default cevae by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/62
* adds a new limb config, an analysis notebook and changes the scaling … by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/63
* Adds a threshold based baseline model by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/64
* adds a reconstruct command that exposes mu and std for each sample by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/65
* adds more metrics by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/66


**Full Changelog**: https://github.com/i4Ds/sdo-cli/compare/0.0.14...0.0.15

What's Changed
* Feature/predict preparation by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/42
* allows to configure sampling strategy, reduces cache size to 1GB by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/43
* exposes fast_dev_run by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/44
* fixes a nasty copy pasta issue by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/45
* adds limb masking for the sdo ml v2 dataset by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/46
* adds additional configs by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/47


**Full Changelog**: https://github.com/i4Ds/sdo-cli/compare/0.0.13...0.0.14

What's Changed
* fixes an issue where zarr groups were not sliceable by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/29
* adds more configs, adds wandb utils by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/30
* adds more config options by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/31
* adds several bug fixes and improvements for the sdo ml v2 data loader by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/32
* fixes an issue where not all attributes were always present by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/33
* fixes an issue where not all attributes were always present by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/34
* enables auto select gpus by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/35
* allows to configure on which gpu to run by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/36
* adds a log for training failure due to real constraint by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/37
* increases precision to 64 in order to prevent real constraint (likely… by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/38
* reverts precision adds full logging by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/39
* drops attributes with None values by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/40
* adds more exception handling by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/41


**Full Changelog**: https://github.com/i4Ds/sdo-cli/compare/0.0.11...0.0.13

What's Changed
* directly integrates models into sdo-cli, minor improvements for event… by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/2
* adds basic functionality to extract bounding boxes and compare with h… by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/1
* cleans package structure by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/3
* multiple logging improvements, adds new binarization algorithms for b… by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/4
* adds multiple analysis notebooks by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/5
* Improvements by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/6
* adds crop size to patch generation by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/7
* adds sdo ml v1 pipeline by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/8
* removes dependency for trixi by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/9
* refactors model config by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/10
* fixes an issue with wandb image logging, adds configuration for data … by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/11
* adjusts notebook to run on Google Colab by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/12
* adds missing piece in utils code by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/13
* fixes an issue where checkpoint dir was not created, minor improvements by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/14
* Feature/start using pl by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/15
* fixes an issue where calculations were not done on the same device, a… by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/16
* introduces pl DataModule for SDO ML v1 by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/17
* fixes an issue where for each validation batch an image would be logg… by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/18
* Create LICENSE by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/20
* prepares sdo-cli for publishing as library by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/19
* adds chunk sampler to improve data loading efficiency by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/23
* adds temporal splitting for train/validation sets by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/22
* allows to filter the SDO ML v2 dataset by irradiance by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/27
* converts GOES handling to dask for more efficiency by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/26
* adds utility for downloading goes fluxes by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/24
* Feature/prepare training by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/25
* switches data dir by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/28
* Feature/sdo ml v2 loader pt2 by mariusgiger in https://github.com/i4Ds/sdo-cli/pull/21

New Contributors
* mariusgiger made their first contribution in https://github.com/i4Ds/sdo-cli/pull/2

**Full Changelog**: https://github.com/i4Ds/sdo-cli/commits/0.0.12