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Graph-Learning-Benchmarks
🗂 Graph Learning Indexer: a contributor-friendly and metadata-rich platform for graph learning benchmarks. Dataloading, Benchmarking, Tagging, and more!
In this PR, we 1. Support the saving and loading of raw text in GLI datasets. In metadata, raw text will occupy an entry `RawText` in parallel with `Node`, `Edge`...
**Is your feature request related to a problem? Please describe.** Task 1: Add raw text loading support for GLI, which should cover cora, pubmed, cite seer, ogbn-product and ogbn-arxiv. Task...
## Description I have implemented a GLI bot capable of answering questions based on GLI docs using Langchain. When an issue comes or a new comment made in PR/issue section,...
Creation of arxiv-2023 folder ## Description Created arxiv-2023 folder and added all the files specified in the Dataset Submission Guideline. ## Issues Had some difficulty filling the original source and...
**Describe the bug** When I tried to add some str type date into Node Attributes, I found that Attribute class fails to automatically detect the data format of the data....
**Is your feature request related to a problem? Please describe.** Currently, our codebase does not contain [type hinting](https://docs.python.org/3/library/typing.html) for some public functions such as `save_task_node_regression `: https://github.com/Graph-Learning-Benchmarks/gli/blob/2302ac01fefeb421306d2d8891ad562102a6b5ac/gli/io/node_task.py#L5-L17 It is highly...
**Is your feature request related to a problem? Please describe.** Most contributors will follow the similar process with [`cora.ipynb`](https://github.com/Graph-Learning-Benchmarks/gli/blob/2302ac01fefeb421306d2d8891ad562102a6b5ac/datasets/cora/cora.ipynb). But it is not converted from raw data. So it might...
I used the MUTAG dataset available from DGL which caused some confusion with the heterogeneity as the [raw dataset](https://ls11-www.cs.tu-dortmund.de/people/morris/graphkerneldatasets/) and the version on [HuggingFace](https://ls11-www.cs.tu-dortmund.de/people/morris/graphkerneldatasets/) both appear to be a collection...
> This is an automatic reminder for pasting the local test results of `wiki` as a comment in this PR, in case you haven't done so. The aforementioned datasets are...
**Is your feature request related to a problem? Please describe.** Since we plan to include the md5 value in the file name of each npz file, we can add a...
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🗂 Graph Learning Indexer: a contributor-friendly and metadata-rich platform for graph learning benchmarks. Dataloading, Benchmarking, Tagging, and more!