Update README for v1.1

Author: cjgabrie

README.md

@@ -1,40 +1,22 @@
 # BehaviorDEPOT ReadME
 
-- BehaviorDEPOT v1.0 is now live and under initial testing! Please give it a try and let us know of any issues you may encounter.
+- BehaviorDEPOT v1.1 is now live! Please give it a try, and let us know of any issues you may encounter.
 
 - To find out more about BehaviorDEPOT or to cite the software in your own paper, see our pre-print on bioRxiv: https://www.biorxiv.org/content/10.1101/2021.06.20.449150v2
 
 - Demo data is now available that can be used to test installation, classifiers, spatial/temporal filtering, and modules. Due to limitations on file size, the original video file (necessary to run the analysis module from scratch) is not available on Github but can be downloaded from: https://drive.google.com/drive/folders/1VNv9FuXyiI4xgt-RokcVvWk-1dBovuqO?usp=sharing
 
 - Sample DeepLabCut networks that have been trained on our data are available for use. These may work on your own data, depending on the individual camera/chamber setup, but these models can serve as starting points for quickly training your own new networks! Find them here: https://drive.google.com/drive/folders/1Fl4PmLz6CWQcqOjfQ1q_60ZCZjI5949-?usp=sharing
 
-**Patch Notes v1.0**
-- Integrate pipeline with custom classifier selection
-- Update GUI design for support modules
-- Update GUI design for analysis module
-- Add readout of classifiers in GUI with interactive selectivity
-- Write function that runs the classifier functions using the info stored in P and the Params, Tracking, and Metrics structs
-- Add additional behavior classifiers
-- Re-work classifier files to use separate 'P_' files to store parameters
-- Write a function that can apply a minDuration threshold to selected Behavior data
-- Edit GUI to allow custom classifier usage
-- Add convertHumanAnnotations functionality to GUI
-- Update convertHumanAnnotations_BD code
-- Update Metrics structure; make more straightforward to add or modify metrics
-- Merge mainscript files
-- Add new metrics to calculateMetrics
-- Clean up metric naming in calculateMetrics
-- Update GUI to set [batch=0 or 1] to replace mainscript_single
-- Reformat rearing classifier
-- Reformat freezing classifier
-- Reformat moving classifier
-- Write function to standardize generation of behavior structures (genBehStruct)
-- Split freezing scripts into separate files (jitter and velocity)
-- Write function to detect start/stop inds (findStartStop)
-- Write function to apply min time threshold to behaviors (applyMinThreshold)
-- Add smoothing options to GUI
-- Add hampel filtering option to GUI
-- Update spatiotemporal filtering options
+**Patch Notes v1.1**
+- Updated mainscript to accomodate custom ROIs in classifiers
+- Added elevated plus maze (EPM) classifier
+- Added open field test (OFT) classifier
+- Added in-GUI button to open classifier folder
+- Adjusted spatial/temporal ROI output structure; collapsed Behavior_Filter into Behavior.Spatial and Behavior.Temporal
+- Minor bug fixes
+- Fixed a bug causing repeat analysis of single file on 'single' mode
+- Updated plotting files
 
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