Issues

• Remove unecessary abstractions in data module.

  bug
  theislab/sckitflow#155 · Filter by author lorenzo-consoli opened on Aug 4, 2026

• write_continuous_cond_cov_to_step_data fails when StepData carries a plain dict of conditions

  theislab/sckitflow#146 · Filter by author selmanozleyen opened on Jul 31, 2026

• ot_quadratic_coupling rejects the optional linear terms when they are None

  theislab/sckitflow#145 · Filter by author selmanozleyen opened on Jul 31, 2026

• SetEncoder: covariate validation raises ValueError, leaves 'No condition covariate found' unreachable

  theislab/sckitflow#144 · Filter by author selmanozleyen opened on Jul 31, 2026

• SetEncoder: covariates excluded from pooling keep the set axis

  theislab/sckitflow#143 · Filter by author selmanozleyen opened on Jul 31, 2026

• callbacks have weak contracts

  theislab/sckitflow#142 · Filter by author selmanozleyen opened on Jul 31, 2026

• make data containers typed dict

  theislab/sckitflow#136 · Filter by author selmanozleyen opened on Jul 30, 2026

• decide where preprocessing should belong

  theislab/sckitflow#132 · Filter by author selmanozleyen opened on Jul 29, 2026

• we don't need adata in compile_adata because only obs is enough

  theislab/sckitflow#130 · Filter by author selmanozleyen opened on Jul 29, 2026

• don't make preprocessing part of the training loop

  theislab/sckitflow#126 · Filter by author selmanozleyen opened on Jul 29, 2026

• feature: cross dataset training interface changes

  enhancement
  theislab/sckitflow#124 · Filter by author selmanozleyen opened on Jul 28, 2026

• Define Tranformations for Coupling data.

  enhancementgood first issue
  Enhancement

  theislab/sckitflow#106 · Filter by author lorenzo-consoli opened on Jun 4, 2026

• Consider the application of transformations by default.

  enhancementhelp wantedquestion
  Task

  theislab/sckitflow#105 · Filter by author lorenzo-consoli opened on Jun 4, 2026

• Allow sampling all nodes in the Sampler class.

  enhancementgood first issue
  Enhancement

  theislab/sckitflow#104 · Filter by author lorenzo-consoli opened on May 28, 2026
  

• Allow arbitrary maximum time for sampling in CFM.

  enhancementgood first issue
  Enhancement

  theislab/sckitflow#103 · Filter by author lorenzo-consoli opened on May 28, 2026
  

• Allow batching predictions over nodes.

  enhancementgood first issue
  Enhancement

  theislab/sckitflow#102 · Filter by author lorenzo-consoli opened on May 26, 2026
  

• Allow prediction without target states

  enhancementquestion
  Enhancement

  theislab/sckitflow#101 · Filter by author lorenzo-consoli opened on May 26, 2026
  1

  

• Alternative prediction strategy with continuous condition covariates and controls

  enhancementgood first issue
  Enhancement

  theislab/sckitflow#87 · Filter by author lorenzo-consoli opened on May 21, 2026

• Build the Docs

  documentationenhancement
  Task

  theislab/sckitflow#86 · Filter by author lorenzo-consoli opened on May 21, 2026

• Rebase torchax-impl and torchax-impl-tutorials branches

  bugenhancementhelp wantedquestion
  Task

  theislab/sckitflow#85 · Filter by author lorenzo-consoli opened on May 21, 2026

• Fix CI tests

  buggood first issue
  Task

  theislab/sckitflow#80 · Filter by author lorenzo-consoli opened on May 20, 2026
  1

  

• CategoricalData._extract_col_repr calls map() which doesnt work on numpy arrays

  bug
  Bug

  theislab/sckitflow#65 · Filter by author vis7219 opened on May 7, 2026
  1

  

• Conditioning in Jax breaks

  bug
  Bug

  theislab/sckitflow#57 · Filter by author lorenzo-consoli opened on Mar 11, 2026

• Think about removing the distinction of deterministic/non-deterministic probability path

  enhancementquestion
  Task

  theislab/sckitflow#20 · Filter by author MUCDK opened on Oct 7, 2025
  1

  

• What Neural Netowork architectures to implement natively in the package?

  enhancementquestion
  Task

  theislab/sckitflow#6 · Filter by author lorenzo-consoli opened on Sep 18, 2025