Related Issues (20)
- Idea for a two step preprocessing pipeline
- TPOT1 feature Parity: cuML configuration dictionaries
- Replace remaining calls to legacy `np.random.seed()`
- Learning Machine HOT 1
- shuffle cv folds every generation?
- add a scorer that counts selected number of features
- Idea: Preventing getting stuck with variable number of mutations
- Idea for Successive Halving to avoid repeated re-evaluations of the same pipeline.
- API : improve selector module organization
- Automatically generate names for lambda/partial functions used as custom objective functions
- Rename survival_percentage to something clearer.
- Better integrate Optuna Optimization
- Implement Meta Learner
- This issue for TPOT1 brought up a good idea about outlier detection https://github.com/EpistasisLab/tpot/issues/1166
- add support for regressors in the complexity objective function
- optimization of preprocessing pipeline
- Genetic Feature Selection Improvements
- Add support for ordinal categorical columns
- implement a callback function/class
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from tpot2.