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fix(kg_emb): migrate SampleKGDataset off the removed 1.x dataset API - #1202

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AxelNoun:fix/kg-emb-2.0-migration

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fix(kg_emb): migrate SampleKGDataset off the removed 1.x dataset API#1202
AxelNoun wants to merge 27 commits into
sunlabuiuc:masterfrom
AxelNoun:fix/kg-emb-2.0-migration

Commits on Aug 25, 2026
- fix(kg_emb): decouple SampleKGDataset from the 2.0 streaming pipeline
  
  AxelNoun
  and
  cursoragent
  committed
  98e496d
- fix(kg_emb): correct dataset type hints across models
  
  AxelNoun
  and
  cursoragent
  committed
  6b5af44
- fix(kg_emb): repair the module examples' dataset import
  
  AxelNoun
  and
  cursoragent
  committed
  587d9d6
- refactor(kg_emb): make split() side-effect free and reproducible
  
  AxelNoun
  and
  cursoragent
  committed
  83af7af
- chore(kg_emb): remove dead imports of the undeclared pandarallel package
  
  AxelNoun
  and
  cursoragent
  committed
  ca7c070
- test(kg_emb): add behavioural regression tests for issue #952
  
  AxelNoun
  and
  cursoragent
  committed
  4019acb
- docs(kg_emb): satisfy contribution-rules
  
  AxelNoun
  and
  cursoragent
  committed
  5803388
- style(kg_emb): tidy docstring punctuation
  
  AxelNoun
  and
  cursoragent
  committed
  1e7d1b0
Commits on Aug 29, 2026
- fix(kg_emb): make task_spec_param covariant in KGDatasetProtocol
  AxelNoun
  committed
  53c2a4e
- fix(kg_emb): annotate __main__ demo samples for mypy
  AxelNoun
  committed
  319af2d
Commits on Aug 31, 2026
- feat(kg_emb): rebase SampleKGDataset onto InMemorySampleDataset with the Tensor Trick
  
  AxelNoun
  and
  claude
  committed
  5f66ff4
- fix(kg_emb): satisfy contribution-rules CI gate (ruff + docstring example)
  
  AxelNoun
  and
  claude
  committed
  343ca7f
Commits on Oct 6, 2026
Commits on Oct 7, 2026
- Merge upstream/master into fix/kg-emb-2.0-migration
  AxelNoun
  committed
  95aeca5
- refactor(kg_emb): rebuild BaseKGDataset on BaseDataset
  
  AxelNoun
  and
  claude
  committed
  1911c2c
- feat(processors): add a kg_triple processor and keep long KG lists whole
  
  AxelNoun
  and
  claude
  committed
  d349b1c
Commits on Oct 9, 2026
- feat(kg_emb): add the KGLinkPrediction task
  
  AxelNoun
  and
  claude
  committed
  8607cec
- refactor(kg_emb): make the KGE models consume a SampleDataset
  
  AxelNoun
  and
  claude
  committed
  349bcbd
- fix(kg_emb): draw training negatives from training triples only
  
  AxelNoun
  and
  claude
  committed
  a141bb4
- chore(kg_emb): deprecate the 1.x entry points for one release
  
  AxelNoun
  and
  claude
  committed
  d6dfe33
- docs(kg_emb): document the 2.0 pipeline and update the examples
  
  AxelNoun
  and
  claude
  committed
  a46c3ff
- fix(kg_emb): honour 1.x per-sample negative_sampling and NumPy integers
  
  AxelNoun
  and
  claude
  committed
  e26916f
- fix(kg_emb): refuse base datasets in the models and tighten the leak tests
  
  AxelNoun
  and
  claude
  committed
  50e3a8e

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fix(kg_emb): migrate SampleKGDataset off the removed 1.x dataset API - #1202

fix(kg_emb): migrate SampleKGDataset off the removed 1.x dataset API#1202
AxelNoun wants to merge 27 commits into
sunlabuiuc:masterfrom
AxelNoun:fix/kg-emb-2.0-migration

Commits on Aug 25, 2026

fix(kg_emb): decouple SampleKGDataset from the 2.0 streaming pipeline

fix(kg_emb): correct dataset type hints across models

fix(kg_emb): repair the module examples' dataset import

refactor(kg_emb): make split() side-effect free and reproducible

chore(kg_emb): remove dead imports of the undeclared pandarallel package

test(kg_emb): add behavioural regression tests for issue #952

docs(kg_emb): satisfy contribution-rules

style(kg_emb): tidy docstring punctuation

Commits on Aug 29, 2026

fix(kg_emb): make task_spec_param covariant in KGDatasetProtocol

fix(kg_emb): annotate main demo samples for mypy

Commits on Aug 31, 2026

feat(kg_emb): rebase SampleKGDataset onto InMemorySampleDataset with the Tensor Trick

fix(kg_emb): satisfy contribution-rules CI gate (ruff + docstring example)

Commits on Oct 6, 2026

refactor(kg_emb): drop KGDatasetProtocol, annotate models with SampleKGDataset

docs(kg_emb): describe the InMemorySampleDataset design accurately

fix(kg_emb): build the models' main demo loaders with get_dataloader

Merge upstream/master into fix/kg-emb-2.0-migration

docs(processors): match KGProcessor's doctest output to torch's repr

Commits on Oct 7, 2026

Merge upstream/master into fix/kg-emb-2.0-migration

refactor(kg_emb): rebuild BaseKGDataset on BaseDataset

feat(processors): add a kg_triple processor and keep long KG lists whole

Commits on Oct 9, 2026

feat(kg_emb): add the KGLinkPrediction task

refactor(kg_emb): make the KGE models consume a SampleDataset

fix(kg_emb): draw training negatives from training triples only

chore(kg_emb): deprecate the 1.x entry points for one release

docs(kg_emb): document the 2.0 pipeline and update the examples

fix(kg_emb): honour 1.x per-sample negative_sampling and NumPy integers

fix(kg_emb): refuse base datasets in the models and tighten the leak tests