0.9.1 (20190916)

• dfmeta: fixed check possible nan doesn’t detect spaces correctly, possible dup lev now ignore pure digits (so that won’t detect like 600 and 601 in object columns)
• plot_1var_series: fixed can’t plot for all nulls

0.9.0 (20190912)

• fit: deal with regression problems now

0.8.3 (20190910)

• plot_1var_series: removed xlabel for float and int when in dfmeta
• dfmeta: fixed unique counts colors inaccurate

0.8.1 (20190907)

• plot_1var_series: changed rotation from 20 to 30

0.8.0 (20190907)

• dfmeta:
  • now handle different dypes (int16, uint16 etc.) colors correctly
  • possible dup lev will truncate result longer than 1000 now, moved possible_dup_lev as a global function so that users can call for truncated result
  • minor fix in possible NaNs
• plot_1var_series:
  • fixed labels got truncated in dfmeta view
  • rotate labels for category and object by 20 degree
  • truncate labels longer than 20

0.7.9 (20190906)

• plot_1var_series: added </img> tag for returning html code

0.7.8 (20190906)

• ct: fixed s1 name and s2 name didn’t display correctly, also when using conditions

0.7.7 (20190905)

• tons of update
• print_html_standard and dfmeta_to_htmlfile_standard got deprecated.
• dfmeta now includes plot in it

0.6.2 (20190831)

• new:
  • set_relation: a function to detect set relationship between two series (e.g., intersection, union, difference) and plot a bar plot
  • correspondence: a function to detect if two series (of same length) is 1-1 correspondence, or 1-m, m-1, m-m
  • see documentation for more info
• auto_set_dtypes: can use column names in set_object etc., e.g., set_int=[‘column1’, ‘column3’]
• dfmeta
  • unique count now color 100% (all unique) as blue, 1 (everything is the same) as red
  • fix: summary will count nan (dropna=False)
  • won’t check possible nan for int and float now so that 0’s won’t appear for int and float

0.6.1 (20190829)

• ct: displays columns name for s2
• some minor fixs

0.6.0 (20190827)

• auto_set_dtypes: now can suggest potential categories for integers
• dfmeta: possible nan now prints out observation of potential nans

0.5.9 (20190826)

• bug fixed: nan in feature importance in dfmeta

0.5.8 (20190826)

• bug fixed.

0.5.7 (20190826)

• fit function now takes return_agg_feat_imp, which will return feature importance. It can then be passed to dfmeta to become a new column, and the top 3 features will be in bold.
• fit now has a mean feature importance from abs max coef plot (in grey) which aggregate all coefs of different classes together by taking abs max.