0.7.3

0.7.3 Latest

Hello, AutoML folk! We’re releasing a minor version of FEDOT that includes the following.

PyPi release: https://pypi.org/project/fedot/0.7.3/

Features & Enhancements:

• Update of GOLEM (core framework) dependency to 0.4.0 version, that has some important features itself
• Improvement of data preprocessing
• Improvements for time series forecasting
• Better API

Full list of changes:

• Fix params setting by @YamLyubov in #1121
• Clean up SA module & add example by @maypink in #1114
• Debug mode and modified fitness evaluation for for time series by @nicl-nno in #1116
• Lagged implementation speedup by @kasyanovse in #1139
• Support of multimodal data in DataSourceSplitter + bugfix #1119 by @kasyanovse in #1138
• Fix low speed of lagged implementation by @kasyanovse in #1144
• 628 bugfix by @kasyanovse in #1145
• Fix random FEDOT results with set seed by @kasyanovse in #1143
• Replace exogenous example by @YamLyubov in #1108
• Fix multiobj tuning by @YamLyubov in #1156
• Decimal places control implemented by @nicl-nno in #1161
• Title for Pipeline plots by @maypink in #1162
• Prediction Intervals by @GrigoriJasnovidov in #1149
• Add MASE metric by @valer1435 in #1166
• Remove redundant metrics mapping by @YamLyubov in #1167
• Refactor convert to op by @valer1435 in #1176
• Fix default tuning params by @valer1435 in #1175
• Add desc to not implemented errors by @valer1435 in #1177
• from fedot import Fedot by @MorrisNein in #1179
• Boosting method implementation (Catboost) by @aPovidlo in #1155
• Add documented API params setters by @MorrisNein in #1077
• add InputData from pd and numpy by @ChrisLisbon in #1184
• Support for changes in GOLEM by @kasyanovse in #1189
• Docs fix for atomized model by @nicl-nno in #1197
• get predict_data.num_classes if trained_model havent num_classes by @ElishaFlacon in #1199
• Metrics fixes, tests, refactoring, typing improvement by @MorrisNein in #1214
• 922 preprocessor acceleration by @IIaKyJIuH in #1004
• Add direct examples by @valer1435 in #1192
• Improve the rule for time series pipeline verification by @kasyanovse in #1210
• Fixes for unit and intergration tests by @nicl-nno in #1238
• add window size selector by @kasyanovse in #1237
• Add topofeatures by @valer1435 in #1241

Full Changelog: v0.7.2...v0.7.3