Accenture/AmpliGraph

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Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org

Stars: 2.2k
Forks: 257
Open beginner issues: 0
Indexed issues: 27

Dominant language: Python
License: Apache-2.0
Last GitHub push: Jul 6, 2026
Latest indexed: Sep 20, 2026
Contributing guide: Contributing guide
Code of conduct: Code of conduct
Beginner labels: No beginner labels indexed
PR merge metrics: No merged PRs in 30d

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27 open issues indexed

Missing Mapping Dictionaries in Saved Model (CSV Training) Open

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

Accenture/AmpliGraph#289 · Opened Apr 10, 2025
TensorBoard Not Supported During Training in New Version 2.1.0 Open

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

Accenture/AmpliGraph#287 · Opened Oct 24, 2024
file should be inside "ampligraph_datasets" directory to be able to load as dataset Open

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

Accenture/AmpliGraph#284 · Opened Jun 3, 2024
Ampligraph Embedding for Protein Sequences Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

Accenture/AmpliGraph#275 · Opened Jan 21, 2024
Multiple GPU for training Open

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

Accenture/AmpliGraph#271 · Opened Mar 7, 2023
Can we pass custom trained embedding as entity and then train the model? Open

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

Accenture/AmpliGraph#270 · Opened Jan 26, 2023
FocusE-ComplEx: Question on using numeric edge weight attributes - prediction performance (MRR) and embeddings are very similar between models with and without edge weights Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

Accenture/AmpliGraph#268 · Opened Nov 16, 2022
Implement NodePieces Open

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

Accenture/AmpliGraph#267 · 1 comment · Opened Sep 6, 2022
Refit a trained model with new triplets Open

Difficulty 5/5 Over a week Newbie friendliness 15/100

Accenture/AmpliGraph#266 · 3 comments · Opened Aug 18, 2022
generate_candidates() doesn't work as expected - generates same triplet Open

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

Accenture/AmpliGraph#265 · Opened Jul 29, 2022
ConvE has no attribute tensorboard_logs_path Open

Accenture/AmpliGraph#264 · 1 assignee · Opened Jun 17, 2022
Predict Head or Tail candidates using GraphSAGE model Open

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

Accenture/AmpliGraph#259 · Opened Nov 5, 2021
A spelling mistake in `ampligraph/latent_features/models/EmbeddingModel.py` or documentation causes the training model different the documentation's Open

quality & documentation

Accenture/AmpliGraph#258 · 2 reactions · 1 assignee · Opened Oct 28, 2021
ValueError: `generator` yielded an element of shape (3,) where an element of shape (?, 3) was expected. Open

bug

Accenture/AmpliGraph#255 · 1 comment · 1 assignee · Opened Sep 14, 2021
Early stopping with numeric edge values Open

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

Accenture/AmpliGraph#253 · 2 comments · Opened Jun 17, 2021
FocusE on multiple edge types Open

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

Accenture/AmpliGraph#252 · 1 comment · Opened Jun 7, 2021
Reopening issue 222 Open

Accenture/AmpliGraph#223 · 1 comment · 1 assignee · Opened Feb 2, 2021
Implementation of PTransE Open

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

Accenture/AmpliGraph#209 · Opened Jul 24, 2020
Explicitly provide negative facts Open

enhancement

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

Accenture/AmpliGraph#208 · Opened Jul 13, 2020
Personalize log file name and output folder. Open

enhancement

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

Accenture/AmpliGraph#207 · 1 reaction · Opened Jul 2, 2020
Continuous Training / Model tuning / Initialize with pre-trained Model Open

enhancement

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

Accenture/AmpliGraph#166 · 2 comments · 2 reactions · Opened Dec 5, 2019
eval on generate_corruption... Open

question

Difficulty 4/5 3-5 days Newbie friendliness 20/100

Accenture/AmpliGraph#161 · 3 comments · Opened Nov 5, 2019
Implement LiteralE: Knowledge Graph Embeddings learned from the structure and literals of knowledge graphs Open

enhancement model

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

Accenture/AmpliGraph#109 · 1 comment · 1 reaction · Opened Jul 1, 2019
Multiple GPU support Open

enhancement performance

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

Accenture/AmpliGraph#89 · 1 comment · 5 reactions · Opened May 8, 2019
Support Predicting Unseen Entities Open

API enhancement

Accenture/AmpliGraph#82 · 16 comments · 4 reactions · 1 assignee · Opened Apr 15, 2019
Specifing false triplets rather than corruption Open

enhancement

Accenture/AmpliGraph#72 · 4 comments · 1 reaction · 1 assignee · Opened Apr 10, 2019
Add support for L4 optimizer Open

enhancement model

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

Accenture/AmpliGraph#21 · 1 comment · Opened Mar 7, 2019

Accenture/AmpliGraph

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