0.0.21

What's Changed

• adds invalid obs times for the 193A channel by @mariusgiger in #67

Full Changelog: 0.0.19...0.0.21

0.0.20

What's Changed

• adds invalid obs times for the 193A channel by @mariusgiger in #67

Full Changelog: 0.0.19...0.0.20

0.0.19

Full Changelog: 0.0.17...0.0.19

0.0.18

Full Changelog: 0.0.15...0.0.18

0.0.17

Full Changelog: 0.0.15...0.0.17

0.0.16

What's Changed

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

Full Changelog: 0.0.14...0.0.16

0.0.15

What's Changed

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

Full Changelog: 0.0.14...0.0.15

0.0.14

What's Changed

• Feature/predict preparation by @mariusgiger in #42
• allows to configure sampling strategy, reduces cache size to 1GB by @mariusgiger in #43
• exposes fast_dev_run by @mariusgiger in #44
• fixes a nasty copy pasta issue by @mariusgiger in #45
• adds limb masking for the sdo ml v2 dataset by @mariusgiger in #46
• adds additional configs by @mariusgiger in #47

Full Changelog: 0.0.13...0.0.14

0.0.13

What's Changed

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

Full Changelog: 0.0.11...0.0.13

0.0.12

What's Changed

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

New Contributors

• @mariusgiger made their first contribution in #2

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