Metadata-Version: 2.4
Name: glam4cm
Version: 1.0.0
Summary: Graph Neural Networks and Language Models Trainer (Separate or combined) for conceptual models
Author-email: Syed Juned Ali <syed.juned.ali@tuwien.ac.at>
License: MIT License
        
        Copyright (c) 2025 Syed Juned Ali
        
        Permission is hereby granted, free of charge, to any person obtaining a copy
        of this software and associated documentation files (the "Software"), to deal
        in the Software without restriction, including without limitation the rights
        to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
        copies of the Software, and to permit persons to whom the Software is
        furnished to do so, subject to the following conditions:
        
        The above copyright notice and this permission notice shall be included in all
        copies or substantial portions of the Software.
        
        THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
        IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
        FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
        AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
        LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
        OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
        SOFTWARE.
        
Project-URL: Homepage, https://github.com/junaidiiith/glam4cm
Project-URL: Issues, https://github.com/junaidiiith/glam4cm/issues
Requires-Python: >=3.8
Description-Content-Type: text/markdown
License-File: LICENSE
Requires-Dist: langchain-text-splitters
Requires-Dist: scikit-learn
Requires-Dist: scipy
Requires-Dist: torch
Requires-Dist: numpy
Requires-Dist: transformers
Requires-Dist: sentence-transformers
Requires-Dist: tqdm
Requires-Dist: networkx
Requires-Dist: torch_geometric
Requires-Dist: pandas
Requires-Dist: tensorboardX
Requires-Dist: xmltodict
Requires-Dist: fasttext
Provides-Extra: dev
Requires-Dist: pytest; extra == "dev"
Requires-Dist: black; extra == "dev"
Dynamic: license-file

# glam4cm

The data in this archive is derived from the user-contributed content on the
Cooking Stack Exchange website (https://cooking.stackexchange.com/), used under
CC-BY-SA 3.0 (http://creativecommons.org/licenses/by-sa/3.0/).

The original data dump can be downloaded from:
https://archive.org/download/stackexchange/cooking.stackexchange.com.7z
and details about the dump obtained from:
https://archive.org/details/stackexchange

We distribute two files, under CC-BY-SA 3.0:

 - cooking.stackexchange.txt, which contains all question titles and
   their associated tags (one question per line, tags are prefixed by
   the string "__label__") ;

 - cooking.stackexchange.id, which contains the corresponding row IDs,
   from the original data dump.


Node classification
  Language Model
    Freezing parameters
    Effect of attributes
    Effect of edge information
    Edge of partial node type information

  GNN
    GCNConv, SAGEConv, GATConv
    Random Node Embeddings
    Bert Node Embeddings
    Finetuned Node Embeddings
    Random Edge Embeddings
    Bert Edge Embeddings
    Finetuned Edge Embeddings
