theislab/sckitflow

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Stars: 7
Forks: 0
Open beginner issues: 1
Indexed issues: 25

Dominant language: Python
License: BSD-3-Clause
Last GitHub push: Sep 7, 2026
Latest indexed: Sep 20, 2026
Contributing guide: Contributing guide
Code of conduct: No code of conduct
Beginner labels: good first issue help wanted
PR merge metrics: No merged PRs in 30d

Beginner friendly Everything

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25 open issues indexed

Remove unecessary abstractions in `data` module. Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 38/100

theislab/sckitflow#155 · Opened Aug 4, 2026
write_continuous_cond_cov_to_step_data fails when StepData carries a plain dict of conditions Open

Difficulty 3/5 1-2 days Newbie friendliness 58/100

theislab/sckitflow#146 · Opened Jul 31, 2026
ot_quadratic_coupling rejects the optional linear terms when they are None Open

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

theislab/sckitflow#145 · Opened Jul 31, 2026
SetEncoder: covariate validation raises ValueError, leaves 'No condition covariate found' unreachable Open

Difficulty 3/5 1-2 days Newbie friendliness 58/100

theislab/sckitflow#144 · Opened Jul 31, 2026
SetEncoder: covariates excluded from pooling keep the set axis Open

Difficulty 3/5 1-2 days Newbie friendliness 72/100

theislab/sckitflow#143 · Opened Jul 31, 2026
callbacks have weak contracts Open

Difficulty 5/5 Over a week Newbie friendliness 35/100

theislab/sckitflow#142 · Opened Jul 31, 2026
make data containers typed dict Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

theislab/sckitflow#136 · Opened Jul 30, 2026
decide where preprocessing should belong Open

Difficulty 5/5 Over a week Newbie friendliness 20/100

theislab/sckitflow#132 · Opened Jul 29, 2026
we don't need adata in compile_adata because only obs is enough Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

theislab/sckitflow#130 · Opened Jul 29, 2026
don't make preprocessing part of the training loop Open

Difficulty 4/5 3-5 days Newbie friendliness 28/100

theislab/sckitflow#126 · Opened Jul 29, 2026
feature: cross dataset training interface changes Open

enhancement

Difficulty 5/5 Over a week Newbie friendliness 25/100

theislab/sckitflow#124 · Opened Jul 28, 2026
Define Tranformations for Coupling data. Open

enhancement good first issue

Difficulty 4/5 3-5 days Newbie friendliness 35/100

theislab/sckitflow#106 · Opened Jun 4, 2026
Consider the application of transformations by default. Open

enhancement help wanted question

Difficulty 5/5 Over a week Newbie friendliness 25/100

theislab/sckitflow#105 · Opened Jun 4, 2026
Allow sampling all nodes in the `Sampler` class. Open

enhancement good first issue

theislab/sckitflow#104 · 1 assignee · Opened May 28, 2026
Allow arbitrary maximum time for sampling in `CFM`. Open

enhancement good first issue

theislab/sckitflow#103 · 1 assignee · Opened May 28, 2026
Allow batching predictions over nodes. Open

enhancement good first issue

theislab/sckitflow#102 · 1 assignee · Opened May 26, 2026
Allow prediction without target states Open

enhancement question

theislab/sckitflow#101 · 1 comment · 2 assignees · Opened May 26, 2026
Alternative prediction strategy with continuous condition covariates and controls Open

enhancement good first issue

Difficulty 4/5 3-5 days Newbie friendliness 35/100

theislab/sckitflow#87 · Opened May 21, 2026
Build the Docs Open

documentation enhancement

Difficulty 5/5 Over a week Newbie friendliness 20/100

theislab/sckitflow#86 · Opened May 21, 2026
Rebase `torchax-impl` and `torchax-impl-tutorials` branches Open

bug enhancement help wanted question

Difficulty 3/5 1-2 days Newbie friendliness 25/100

theislab/sckitflow#85 · Opened May 21, 2026
Fix CI tests Open

bug good first issue

theislab/sckitflow#80 · 1 comment · 1 assignee · Opened May 20, 2026
CategoricalData._extract_col_repr calls map() which doesnt work on numpy arrays Open

bug

theislab/sckitflow#65 · 1 comment · 1 assignee · Opened May 7, 2026
Conditioning in Jax breaks Open

bug

Difficulty 3/5 1-2 days Newbie friendliness 45/100

theislab/sckitflow#57 · Opened Mar 11, 2026
Think about removing the distinction of deterministic/non-deterministic probability path Open

enhancement question

theislab/sckitflow#20 · 1 comment · 1 assignee · Opened Oct 7, 2025
What Neural Netowork architectures to implement natively in the package? Open

enhancement question

Difficulty 5/5 Over a week Newbie friendliness 20/100

theislab/sckitflow#6 · Opened Sep 18, 2025

theislab/sckitflow

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