stellargraph/stellargraph issues and pull requests

#2112 - I have installed python 3.8 as stallergraph is not compatible with 3.11, also installed stallergraph 1.2.1 but import error

Issue - State: open - Opened by DasBabu1904 18 days ago

#2111 - Error in demo code

Issue - State: open - Opened by itsvijayprakashsharma about 1 month ago
Labels: bug, sg-library

#2109 - TypeError: `output_signature` must contain objects that are subclass of `tf.TypeSpec` but found <class 'list'> which is not.

Issue - State: closed - Opened by forrestw2005 about 2 months ago

#2108 - Vulnerable versions of packages 'cryptograpy', 'aiohttp' are installed together with 'stellargraph'

Issue - State: open - Opened by Alexandre-aksenov 6 months ago
Labels: bug, sg-library

#2107 - Update python version and change to poetry

Pull Request - State: closed - Opened by Fucksilein 7 months ago - 2 comments

#2106 - Docs missing on Website

Issue - State: closed - Opened by asokans11 9 months ago
Labels: bug, sg-library

#2105 - Demo doesn't work on Google Colab

Issue - State: open - Opened by devinbost 9 months ago - 3 comments
Labels: bug, sg-library

#2103 - Constructing a StellarGraph directly from a NetworkX graph has been replaced by the `StellarGraph.from_networkx` function

Issue - State: open - Opened by HripsimeS 10 months ago
Labels: bug, sg-library

#2102 - Node Features Propagation and Prediction

Issue - State: open - Opened by wijuliano 10 months ago

#2101 - Columns and DataType Not Explicitly Set on line 35 of test_directed_node_generator.py

Issue - State: open - Opened by CodeSmileBot 12 months ago

#2101 - Columns and DataType Not Explicitly Set on line 35 of test_directed_node_generator.py

Issue - State: open - Opened by CodeSmileBot 12 months ago

#2100 - GCN Semi-supervised classification for new nodes

Issue - State: open - Opened by karunakc about 1 year ago

#2099 - Corrected arg description in `stellargraph/data/explorer.py::DirectedBreadthFirstNeighbours`

Pull Request - State: open - Opened by HumanChwan about 1 year ago - 2 comments

#2098 - How can I make GraphSAGE produce the same node classification results for each run on the same dataset?

Issue - State: open - Opened by kakaroa about 1 year ago
Labels: bug, sg-library

#2097 - HinSAGE gives list index out of range as soon as I make the layer size a 2D array

Issue - State: open - Opened by akshatmalik about 1 year ago
Labels: bug, sg-library

#2096 - change python-igraph to igraph

Pull Request - State: open - Opened by szhorvat over 1 year ago - 2 comments

#2096 - change python-igraph to igraph

Pull Request - State: open - Opened by szhorvat over 1 year ago - 2 comments

#2095 - Update README.md

Pull Request - State: open - Opened by szhorvat over 1 year ago - 2 comments

#2092 - Can't run "Node representation learning with Deep Graph Infomax" demo

Issue - State: closed - Opened by mlanvin over 1 year ago - 1 comment
Labels: bug, sg-library

#2092 - Can't run "Node representation learning with Deep Graph Infomax" demo

Issue - State: closed - Opened by mlanvin over 1 year ago - 1 comment
Labels: bug, sg-library

#2090 - How would I predict the embedding vector of a new, unseen node with hinSAGE?

Issue - State: open - Opened by Boraly over 1 year ago

#2089 - hinSAGE error using multiple node types: else {k: dim for k, _ in ([self.subtree_schema] + self.neigh_trees)[layer]} indexerror: list index out of range

Issue - State: closed - Opened by Boraly over 1 year ago - 1 comment
Labels: bug, sg-library

#2088 - INVALID_ARGUMENT error in the Unsupervised GraphSAGE example

Issue - State: open - Opened by hoangdzung over 1 year ago - 1 comment

#2087 - ModuleNotFoundError: No module named 'stellargraph'

Issue - State: open - Opened by Gurjotsingh2002 over 1 year ago - 3 comments
Labels: bug, sg-library

#2086 - What can I use as a node feature of an Heterogeneous Graph for hinSAGE?

Issue - State: closed - Opened by Boraly over 1 year ago - 1 comment

#2085 - Reproducibility for UniformRandomMetaPathWalk

Issue - State: open - Opened by thaisneubauer over 1 year ago
Labels: bug, sg-library

#2084 - Colab Python Version Issue : Stellar graph version not support to the current python version on colab

Issue - State: closed - Opened by VenkateshwaranB over 1 year ago - 17 comments

#2082 - Trouble installing Stellargraph in Google Colab

Issue - State: closed - Opened by michalis-alex over 1 year ago - 4 comments
Labels: bug, sg-library

#2081 - Add Reddit dataset into datasets api

Issue - State: open - Opened by ashiqimranintel over 1 year ago
Labels: enhancement, sg-library

#2080 - GRAPHSAGE "model.fit()" reaching exception in StellarGraph "Inductive node classification and representation learning using GraphSAGE" demo

Issue - State: open - Opened by cloudmadeofcandy almost 2 years ago
Labels: bug, sg-library

#2079 - update _reduce_graph in EdgeSplitter

Pull Request - State: open - Opened by j3rk0 almost 2 years ago - 2 comments

#2078 - Gcn_lstm layer: Stateful lstm layers

Issue - State: open - Opened by ajikmr almost 2 years ago
Labels: enhancement, sg-library

#2077 - How to interpret results from link prediction demos

Issue - State: open - Opened by kookcutie97 almost 2 years ago
Labels: bug, sg-library

#2076 - Node2Vec algorithm results are not reliable

Issue - State: open - Opened by cuneyttyler almost 2 years ago
Labels: bug, sg-library

#2075 - Installation Problem with Python 3.9.7

Issue - State: open - Opened by rohitsalla almost 2 years ago

#2074 - Bump setuptools from 46.1.3 to 65.5.1 in /docs

Pull Request - State: open - Opened by dependabot[bot] almost 2 years ago - 2 comments
Labels: dependencies

#2073 - The first half of the embeddings learned have small variances using the unsupervised GraphSAGE model

Issue - State: closed - Opened by ruqianl almost 2 years ago - 1 comment

#2071 - Cora Link prediction Code results != Example - 0 accuracy vs 67% shown

Issue - State: closed - Opened by lek18 almost 2 years ago - 1 comment

#2070 - On stable version a documentation page is broken

Issue - State: open - Opened by AmadeusZhang almost 2 years ago - 1 comment
Labels: bug, sg-library

#2069 - Interpretability options, supervised graph classification

Issue - State: open - Opened by mmpust almost 2 years ago
Labels: enhancement, sg-library

#2068 - Bump pillow from 7.1.2 to 9.3.0 in /docs

Pull Request - State: open - Opened by dependabot[bot] almost 2 years ago - 2 comments
Labels: dependencies

#2067 - Pandas object type cannot be represented as a node feature

Issue - State: open - Opened by nevzatseferoglu almost 2 years ago
Labels: bug, sg-library

#2066 - GATSupervisedGraphClassification

Issue - State: open - Opened by nbijlani about 2 years ago

#2063 - GraphSAGENodeGenerator in GraphSAGE

Issue - State: open - Opened by kakaroa about 2 years ago - 1 comment

#2062 - Changing aggregator

Issue - State: open - Opened by yydoe08 about 2 years ago - 1 comment
Labels: bug, sg-library

#2061 - Ensemble models for link prediction, EOFError: marshal data too short error

Issue - State: open - Opened by sadi-guzel over 2 years ago
Labels: bug, sg-library

#2060 - Node representation learning with Metapath2Vec

Issue - State: open - Opened by sadi-guzel over 2 years ago
Labels: bug, sg-library

#2059 - Positive edges and negative edges in link prediction

Issue - State: open - Opened by howDareYouSayThat over 2 years ago

#2058 - Getting Unicode decode error while loading Movielens data

Issue - State: closed - Opened by meg261995 over 2 years ago - 2 comments

#2055 - RelationalFullBatchLinkGenerator class

Issue - State: open - Opened by fotais over 2 years ago

#2054 - ValueError: There must be at least one input with a non-zero neighbourhood dimension

Issue - State: open - Opened by chi2liu over 2 years ago
Labels: bug, sg-library

#2052 - Graph classification using key points

Issue - State: open - Opened by guilhermemeneze over 2 years ago
Labels: bug, sg-library

#2051 - Speed up `naive_weighted_choices` used in `BiasedRandomWalk`

Issue - State: open - Opened by pedugnat over 2 years ago
Labels: enhancement, sg-library

#2050 - exclude last layer in DeepGraphCNN and GCNSupervisedGraphClassification models and a neighbore MaxPooling Layer feature

Issue - State: open - Opened by redrocket8 over 2 years ago
Labels: enhancement, sg-library

#2046 - Import Stellargraph Fills GPU Memory

Issue - State: open - Opened by haydengemeinhardt over 2 years ago - 1 comment
Labels: bug, sg-library

#2045 - Graph Isomorphism Networks in stellargraph ?

Issue - State: open - Opened by singh0777 over 2 years ago - 1 comment
Labels: enhancement, sg-library

#2044 - Results are changing

Issue - State: open - Opened by sreenathelloti over 2 years ago
Labels: bug, sg-library

#2043 - Use Multiple Graphs for Unsupervised GraphSAGE

Issue - State: open - Opened by ronmoore3 over 2 years ago - 1 comment

#2042 - Fail to install with conda

Issue - State: open - Opened by Omer80 over 2 years ago - 1 comment
Labels: bug, sg-library

#2041 - HinSAGENodeGenerator, not working with multiple node types

Issue - State: open - Opened by mukul1609 over 2 years ago - 1 comment
Labels: bug, sg-library

#2040 - Embedding layer of GCN for predicting unseen nodes embeddings fails with 'InvalidArgumentError'

Issue - State: open - Opened by shoegazerstella over 2 years ago
Labels: bug, sg-library

#2039 - 'import stellargraph' fails: No module named 'chardet'

Issue - State: open - Opened by phischolz over 2 years ago - 1 comment
Labels: bug, sg-library

#2038 - Loading MovieLens dataset produces Unicode decode error

Issue - State: open - Opened by Alon-Yariv over 2 years ago - 8 comments
Labels: bug, sg-library

#2037 - expected feature node IDs to exactly match nodes in graph; found: extra in data

Issue - State: closed - Opened by ashkspark over 2 years ago
Labels: bug, sg-library

#2035 - Demo notebook to show how to do GraphSage inference in Spark

Issue - State: open - Opened by fritshermans over 2 years ago

#2034 - Bump pillow from 7.1.2 to 9.0.1 in /docs

Pull Request - State: closed - Opened by dependabot[bot] over 2 years ago - 3 comments
Labels: dependencies

#2033 - gcn-link-prediction 0% accuracy

Issue - State: closed - Opened by amrlnic over 2 years ago - 2 comments
Labels: bug, sg-library

#2030 - Semi-supervised node classification with GAT

Issue - State: open - Opened by renandrades over 2 years ago
Labels: enhancement, sg-library

#2029 - link prediction with node features

Issue - State: open - Opened by frank-lin-liu almost 3 years ago
Labels: enhancement, sg-library

#2026 - tighten test_rescale_laplacian bound

Pull Request - State: open - Opened by austereantelope almost 3 years ago - 2 comments

#2024 - Bump ipython from 7.13.0 to 7.16.3 in /docs

Pull Request - State: open - Opened by dependabot[bot] almost 3 years ago - 2 comments
Labels: dependencies

#2023 - HinSAGE link prediction for heterogeneous graphs with more than 2 node types

Issue - State: open - Opened by sophiakrix almost 3 years ago - 3 comments
Labels: enhancement, sg-library

#2022 - Bump pillow from 7.1.2 to 9.0.0 in /docs

Pull Request - State: closed - Opened by dependabot[bot] almost 3 years ago - 1 comment
Labels: dependencies

#2021 - Data leakage in HinSAGELinkGenerator sampling ?

Issue - State: open - Opened by azertypie almost 3 years ago
Labels: bug, sg-library

#2020 - Random walks on directed graph can walk along incoming edges

Issue - State: open - Opened by Slippykins almost 3 years ago

#2011 - Node classification with Node2Vec NB: gensim==4.1.2, train_test_split typo, n_jobs

Pull Request - State: open - Opened by davidshumway almost 3 years ago - 2 comments

#2010 - ValueError in node-classification/node2vec-node-classification.ipynb using mybinder.org

Issue - State: open - Opened by davidshumway almost 3 years ago - 1 comment
Labels: bug, sg-library

#2009 - R-GCN Link Prediction tutorial request

Issue - State: open - Opened by zhaolin-st almost 3 years ago
Labels: enhancement, sg-library

#2008 - Small Molecule Dataset for graph classification in dataset/demo

Issue - State: open - Opened by DingQK almost 3 years ago
Labels: enhancement, sg-library

#2007 - Understanding link prediction for DistMult/ComplEx

Issue - State: closed - Opened by davidshumway almost 3 years ago - 1 comment

#2006 - Exploring an individual node

Issue - State: closed - Opened by davidshumway almost 3 years ago

#2005 - Example of "ground_truth_targets" in GCN tutorial

Issue - State: closed - Opened by davidshumway almost 3 years ago

#2004 - Advice on model to use

Issue - State: closed - Opened by davidshumway almost 3 years ago - 1 comment

#2001 - Extension of tutorial to start from knowledge graph (Graph with time series and sequence data)

Issue - State: closed - Opened by davidshumway almost 3 years ago - 1 comment
Labels: enhancement, sg-library

#2000 - added feature to generate weighted random metapath walk based on edge weights

Pull Request - State: open - Opened by naveenk903 almost 3 years ago - 2 comments

#1999 - A question regarding RGCN node classification task

Issue - State: open - Opened by H-Cho1 almost 3 years ago

#1998 - Question about the library's application with spark

Issue - State: open - Opened by xiaozhi-alan-zhu almost 3 years ago

#1997 - get_node_importance for Graph Classification?

Issue - State: closed - Opened by aelhossiny about 3 years ago - 7 comments

#1996 - node_feature check removed

Pull Request - State: open - Opened by shauryauppal about 3 years ago - 3 comments

#1995 - Node Features Deprecated but still Causing Issues with GraphSAGELinkGenerator

Issue - State: open - Opened by shauryauppal about 3 years ago - 1 comment
Labels: bug, sg-library

#1994 - numpy.core._exceptions.memoryerror

Issue - State: open - Opened by williamweiwu about 3 years ago
Labels: bug, sg-library

#1993 - Question regarding Link Prediction task: How to predict Head or Tail candidates using GraphSAGE model

Issue - State: open - Opened by geo47 about 3 years ago
Labels: enhancement, sg-library

#1992 - Question regarding HinSage node embedding extraction

Issue - State: open - Opened by bjoernoest about 3 years ago

#1991 - Node classification over multiple disconnected structurally same graphs

Issue - State: open - Opened by anuragdutt about 3 years ago

#1990 - Node pair (12072, 9371) not of expected type

Issue - State: open - Opened by silc-anishparajuli about 3 years ago
Labels: bug, sg-library

#1989 - ResourceExhaustedError training graph with 112950391 edges and 13553925 nodes (10 different relation types) in system 430GB RAM and 8XNVIDIA® V100 GPU

Issue - State: closed - Opened by tekrajchhetri about 3 years ago - 1 comment
Labels: bug, sg-library

GitHub / stellargraph/stellargraph issues and pull requests