Issues

• Archive Repo

  EpistasisLab/tpot2#171 · Filter by author perib opened on Jan 9, 2026

• Possible memory leak

  EpistasisLab/tpot2#168 · Filter by author chimaerase opened on Jan 29, 2025
  5

• tpot2.builtin_modules.ColumnOneHotEncoder do not define 'strategy'

  EpistasisLab/tpot2#163 · Filter by author yzy945 opened on Dec 21, 2024
  1

• Public API / documentation for # generations executed

  EpistasisLab/tpot2#161 · Filter by author chimaerase opened on Nov 12, 2024
  2

• #TODO, mutate all steps or just one?

  EpistasisLab/tpot2#154 · Filter by author jgh9094 opened on Sep 19, 2024

• 'np.random.normal(0, 1)' should be 'rng.normal(0, 1)'

  EpistasisLab/tpot2#152 · Filter by author jgh9094 opened on Sep 18, 2024
  

• Forgot to instantiate the rng.

  EpistasisLab/tpot2#151 · Filter by author jgh9094 opened on Sep 18, 2024
  2

  

• Should 'classification=True' be 'classification=self.classification'?

  EpistasisLab/tpot2#150 · Filter by author jgh9094 opened on Sep 18, 2024
  2

  

• Remove jupyter as a dependency (+maybe others)

  EpistasisLab/tpot2#146 · Filter by author chimaerase opened on Sep 11, 2024
  4

  

• Replace remaining calls to legacy np.random.seed()

  bugenhancement
  EpistasisLab/tpot2#112 · Filter by author chimaerase opened on Nov 17, 2023
  1

  

• TPOT1 feature Parity: cuML configuration dictionaries

  enhancement
  EpistasisLab/tpot2#101 · Filter by author perib opened on Oct 3, 2023

• Idea for a two step preprocessing pipeline

  enhancement
  EpistasisLab/tpot2#100 · Filter by author perib opened on Oct 3, 2023

• implement a callback function/class

  enhancement
  EpistasisLab/tpot2#99 · Filter by author perib opened on Oct 3, 2023

• Add support for ordinal categorical columns

  enhancement
  EpistasisLab/tpot2#98 · Filter by author perib opened on Oct 3, 2023

• Genetic Feature Selection Improvements

  enhancement
  EpistasisLab/tpot2#96 · Filter by author perib opened on Oct 3, 2023

• optimization of preprocessing pipeline

  enhancement
  EpistasisLab/tpot2#95 · Filter by author perib opened on Oct 2, 2023

• add support for regressors in the complexity objective function

  enhancement
  EpistasisLab/tpot2#94 · Filter by author perib opened on Oct 2, 2023

• This issue for TPOT1 brought up a good idea about outlier detection https://github.com/EpistasisLab/tpot/issues/1166

  enhancement
  EpistasisLab/tpot2#93 · Filter by author perib opened on Oct 2, 2023

• Add option for successive halving based on time or convergence rather than number of generations.

  enhancement
  EpistasisLab/tpot2#92 · Filter by author perib opened on Oct 2, 2023

• Implement Meta Learner

  enhancement
  EpistasisLab/tpot2#91 · Filter by author perib opened on Oct 2, 2023

• Better integrate Optuna Optimization

  enhancement
  EpistasisLab/tpot2#90 · Filter by author perib opened on Oct 2, 2023

• Rename survival_percentage to something clearer.

  APIenhancement
  EpistasisLab/tpot2#89 · Filter by author perib opened on Oct 2, 2023

• Automatically generate names for lambda/partial functions used as custom objective functions

  APIenhancement
  EpistasisLab/tpot2#88 · Filter by author perib opened on Oct 2, 2023

• API : improve selector module organization

  API
  EpistasisLab/tpot2#87 · Filter by author perib opened on Oct 2, 2023

• Idea for Successive Halving to avoid repeated re-evaluations of the same pipeline.

  enhancement
  EpistasisLab/tpot2#85 · Filter by author perib opened on Sep 28, 2023