sillsdev/machine.py

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Machine is a natural language processing library for Python that is focused on providing tools for processing resource-poor languages.

Stars: 12
Forks: 3
Open beginner issues: 0
Indexed issues: 19
Avg merge: 2d 3h
Merged PRs (30d): 5

Dominant language: Python
License: MIT
Last GitHub push: Sep 15, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

Beginner friendly Everything

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19 open issues indexed

Port 'Add agent guidance, review rules, and a comment-hygiene gate' Open

porting

Difficulty 4/5 3-5 days Newbie friendliness 45/100

sillsdev/machine.py#375 · Opened Sep 18, 2026
Port 'Update library version to 3.9.4' Open

porting

Difficulty 3/5 1-2 days Newbie friendliness 50/100

sillsdev/machine.py#374 · Opened Sep 17, 2026
Port additional changes made to 'Port transductive alignment model' Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

sillsdev/machine.py#372 · Opened Sep 16, 2026
Marker placement does not occur in verse ranges Open

invalid

sillsdev/machine.py#370 · 1 assignee · Opened Sep 15, 2026
Versification.load gives an error when a custom.vrs contains duplicate verse definitions. Open

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

sillsdev/machine.py#373 · Opened Sep 15, 2026
Port 'Convert USFM versification' Open

porting

Difficulty 4/5 3-5 days Newbie friendliness 55/100

sillsdev/machine.py#369 · Opened Sep 14, 2026
Return book name in parsing failure error Open

Difficulty 3/5 1-2 days Newbie friendliness 65/100

sillsdev/machine.py#359 · Opened Aug 26, 2026
Port 'Limit zip file entries to 100MB by default' Open

porting

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

sillsdev/machine.py#358 · Opened Aug 25, 2026
Update transformers to version 5.0 Open

sillsdev/machine.py#347 · 1 assignee · Opened Aug 12, 2026
Chinese text is not being tokenized properly Open

Difficulty 4/5 3-5 days Newbie friendliness 38/100

sillsdev/machine.py#280 · 3 comments · Opened Mar 17, 2026
Implement ATT-INPUT method for computing alignments from cross-attention Open

Difficulty 4/5 3-5 days Newbie friendliness 45/100

sillsdev/machine.py#261 · Opened Jan 23, 2026
Shared utility for preprocessing training data for MT Open

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

sillsdev/machine.py#260 · 1 comment · Opened Jan 13, 2026
Thresholded quote denormalization Open

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

sillsdev/machine.py#213 · 1 comment · Opened Aug 14, 2025
Create convenience function or class to encapsulate quotation denormalization Open

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

sillsdev/machine.py#212 · 2 comments · Opened Aug 14, 2025
Make running NMT jobs locally more straightforward Open

Difficulty 4/5 3-5 days Newbie friendliness 42/100

sillsdev/machine.py#180 · Opened May 22, 2025
Minimize the differences between `dockerfile` and `dockerfile.cpu_only` Open

MLOps

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

sillsdev/machine.py#171 · Opened Apr 24, 2025
Update README to include conda Dev Open

sillsdev/machine.py#165 · 1 assignee · Opened Mar 18, 2025
No error thrown when handling unknown `BookNameForm`s Open

Difficulty 2/5 1-3 hours Newbie friendliness 50/100

sillsdev/machine.py#149 · Opened Jan 15, 2025
Add support for utoken tokenizer Open

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

sillsdev/machine.py#2 · 2 comments · Opened Nov 4, 2021

sillsdev/machine.py

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