v0.4.6

Warning

Support for polars=1.0 alpha, beta is not fully tested!

What's Changed

• Expand target types in encoders by @abstractqqq in #166
• added custom transforms by @abstractqqq in #167
• Gaussian noise by @abstractqqq in #168
• simplied target in pipeline by @abstractqqq in #169
• features in, out checks in pipeline, c3 stats, CID CE by @abstractqqq in #170
• add query_confusion_matrix by @CangyuanLi in #171
• better binary confusion matrix calculation by @abstractqqq in #172
• added funding by @abstractqqq in #173
• added winsorizing by @abstractqqq in #175
• added discord by @abstractqqq in #177
• fixed a argument name inconsistency due to polars version by @abstractqqq in #179
• added json serialization for pipeline by @abstractqqq in #181
• added some time series related statistics by @abstractqqq in #182
• Debug linear impute by @abstractqqq in #184
• better profile by @abstractqqq in #185
• added docs by @abstractqqq in #186

Full Changelog: v0.4.5...v0.4.6