RecBole
qagnn
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| RecBole | qagnn | |
|---|---|---|
| 3 | 6 | |
| 3,174 | 588 | |
| 2.2% | - | |
| 8.4 | 0.0 | |
| 2 days ago | about 1 year ago | |
| Python | Python | |
| MIT License | MIT License |
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RecBole
- RecBole – A unified, comprehensive and efficient recommendation library
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Observe differences in the behavior of recommendation models using RecBole
RecBole seems to be a joint project started by the laboratories of Renmin University of China and Peking University, and it appeared on arxiv in November 2020. In August 2021, the module that we provide reached v1.0, and it seems to be used by various people in earnest.
- Help with discussion on GitHub (Python)
qagnn
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[D] what percent of top conference papers fudge results?
QA-GNN (https://github.com/michiyasunaga/qagnn from a Stanford lab) had some issues with their evaluation, but more importantly this work 'GNN is counting?...' (https://openreview.net/forum?id=hzmQ4wOnSb) showed that they can achieve better results with an extremely simplistic 1-dim GNN model - so the performance of QA-GNN was mainly due to data. AFAIK there were discussions around this, but now if you go to QA-GNN repo they have disabled issues tab.
- Stanford’s AI Researchers Introduce QA-GNN Model That Jointly Reasons With Language Models And Knowledge Graphs
- [R] Stanford’s AI Researchers Introduce QA-GNN Model That Jointly Reasons With Language Models And Knowledge Graphs
What are some alternatives?
implicit - Fast Python Collaborative Filtering for Implicit Feedback Datasets
kiri - Backprop makes it simple to use, finetune, and deploy state-of-the-art ML models.
TensorRec - A TensorFlow recommendation algorithm and framework in Python.
pal - PaL: Program-Aided Language Models (ICML 2023)
PFoodReq - Code & data accompanying the WSDM 2021 paper "Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph"
kiri - Kiri is a visual tool designed for reviewing schematics and layouts of KiCad projects that are version-controlled with Git.
RecSysDatasets - This is a repository of public data sources for Recommender Systems (RS).
prompt-lib - A set of utilities for running few-shot prompting experiments on large-language models
torchdrug - A powerful and flexible machine learning platform for drug discovery
LinkBERT - [ACL 2022] LinkBERT: A Knowledgeable Language Model 😎 Pretrained with Document Links
recommendation-algorithm - Collaborative filtering recommendation system. Recommendation algorithm using collaborative filtering. Topics: Ranking algorithm, euclidean distance algorithm, slope one algorithm, filtragem colaborativa.
question_extractor - Generate question/answer training pairs out of raw text.