Release: PyCaret 2.3.6 | Release Date: Januray 12th, 2022 (NEW FEATURES, BUG FIXES)
Summary of Changes
- Added new function
create_app
(#2044) - Refactored
optimize_threshold
function (#2041) - Added new function
create_docker
(#2005) - Added new function
create_api
(#2000) - Added new function
check_fairness
(#1997) - Added new function
eda
(#1983) - Added new function
convert_model
(#1959) - Added an ability to pass kwargs to plots in
plot_model
(#1940) - Added
drift_report
functionality topredict_model
(#1935) - Added new function
dashboard
(#1925) - Added
grid_interval
parameter tooptimize_threshold
- thanks to @wolfryu (#1938) - Made logging level configurable by environment variable (#2026)
- Made the optional path in AWS configurable (#2045)
- Fixed TSNE plot with PCA (#2032)
- Fixed rendering of streamlit plots (#2008)
- Fixed class names in
tree
plot - thanks to @yamasakih (#1982) - Fixed NearZeroVariance preprocessor not being configurable - thanks to @Flyfoxs (#1952)
- Removed duplicated code - thanks to @Flyfoxs (#1882)
- Documentation improvements - thanks to @harsh204016, @khrapovs (#1931, #1956, #1946, #1949)
- Pinned
pyyaml<6.0.0
to fix issues with Google Colab