update changelog

Author: mluerig

CHANGELOG.md

@@ -1,23 +1,31 @@
 # Changelog
 
+## 1.0.1
+- NEW: perplexity option for interactive plots
+- FIX: horizontal bar plotting in headless environments and inference without config
+- FIX: batch size not multiple error, where during interactive plotting wrong bs would crash the plotting
+- interactive plotting improvements (fix bootstrap/sample behaviour)
+- moved and renamed configuration templates into `bioencoder_configs/`
+- updates to README and citation information; improved installation help
+
 ## 1.0.0
 - NEW: tested with py310 and py311
-- bugfix: model-explorer was broken due to internal code refactoring
-- bugfix: config files had faulty defaults
+- FIX: model-explorer was broken due to internal code refactoring
+- FIX: config files had faulty defaults
 
 ## 0.3.1
-- bugfix: export agumentations
+- FIX: export agumentations
 - improved CLI inference script (better performance: model gets cached)
 - better documentation in the repo and the config files
 
 ## 0.3.0
 - added inference script: extract embeddings from single image
 - added parameter to show samples of image augmentations, and an argument to do a training dry run
-- more sensible LR finder options (e.g. to chuck more from beginning or end of range
+- more sensible LR finder options (e.g. to chuck more from beginning or end of range)
 - better annotated config files with default values
 
 ## 0.2.1
-- bugfix: broken plotting function
+- FIX: broken plotting function
 - fixed various typos in config files
 - enhanced plotting functions