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The Top 23 Learning Graph Open Source Projects

Open source projects categorized as Learning Graph
Tflearn ⭐ 9,602
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 8total releases 6most recent commit 5 months agopypi tflearn} Downloads
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33most recent commit 6 months ago
Graph Based Deep Learning Literature ⭐ 4,418
links to conference publications in graph-based deep learning
most recent commit 5 months ago
Graphembedding ⭐ 2,834
Implementation and experiments of graph embedding algorithms.
most recent commit 2 years ago
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24most recent commit 7 months agopypi stellargraph} Downloads
Literaturedl4graph ⭐ 2,456
A comprehensive collection of recent papers on graph deep learning
most recent commit 4 years ago
Awesome Network Embedding ⭐ 2,218
A curated list of network embedding techniques.
most recent commit 3 years ago
Ampligraph ⭐ 1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
total releases 14most recent commit 9 months ago
Ogb ⭐ 1,822
Benchmark datasets, data loaders, and evaluators for graph machine learning
dependent packages 22total releases 19most recent commit 3 months agopypi ogb} Downloads
Pgl ⭐ 1,545
Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle
dependent packages 1total releases 21most recent commit 4 months agopypi pgl} Downloads
Awesome Self Supervised Gnn ⭐ 1,356
Papers about pretraining and self-supervised learning on Graph Neural Networks (GNN).
most recent commit 4 months ago
Graph Learn ⭐ 1,239
An Industrial Graph Neural Network Framework
total releases 5most recent commit 3 months ago
Autogl ⭐ 1,035
An autoML framework & toolkit for machine learning on graphs.
most recent commit 4 months ago
Neural Structured Learning ⭐ 972
Training neural models with structured signals.
dependent packages 3total releases 8most recent commit 7 months agopypi neural-structured-learning} Downloads
Heimer ⭐ 832
Heimer is a simple cross-platform mind map, diagram, and note-taking tool written in Qt.
most recent commit 4 months ago
Graph2vec ⭐ 791
A parallel implementation of "graph2vec: Learning Distributed Representations of Graphs" (MLGWorkshop 2017).
most recent commit a year ago
Graph_nets ⭐ 769
PyTorch Implementation and Explanation of Graph Representation Learning papers: DeepWalk, GCN, GraphSAGE, ChebNet & GAT.
most recent commit 2 years ago
Tgn ⭐ 718
TGN: Temporal Graph Networks
most recent commit 10 months ago
Deepsnap ⭐ 502
Python library assists deep learning on graphs
dependent packages 1total releases 5most recent commit 5 months agopypi deepsnap} Downloads
Geistmap ⭐ 441
An experimental personal knowledge base with a focus on connections
most recent commit 4 years ago
Pykale ⭐ 415
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
total releases 12most recent commit 3 months ago
Spatio Temporal Paper List ⭐ 396
Spatio-temporal modeling 论文列表（主要是graph convolution相关)
most recent commit 4 years ago
Www20 Hands On Tutorial ⭐ 377
Materials for DGL hands-on tutorial in WWW 2020
most recent commit 3 years ago
The 8 Most Depended On Learning Graph Open Source Projects
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33latest release June 14, 2023most recent commit 6 months ago
Ogb ⭐ 1,822
Benchmark datasets, data loaders, and evaluators for graph machine learning
dependent packages 22total releases 19latest release November 02, 2022most recent commit 3 months agopypi ogb} Downloads
Tflearn ⭐ 9,602
Deep learning library featuring a higher-level API for TensorFlow.
dependent packages 8total releases 6latest release November 11, 2020most recent commit 5 months agopypi tflearn} Downloads
Stellargraph ⭐ 2,768
StellarGraph - Machine Learning on Graphs
dependent packages 6total releases 24latest release February 22, 2021most recent commit 7 months agopypi stellargraph} Downloads
Graphlearning ⭐ 69
Python package for graph-based clustering and semi-supervised learning
dependent packages 4total releases 37latest release November 21, 2023most recent commit 3 months agopypi graphlearning} Downloads
Neural Structured Learning ⭐ 972
Training neural models with structured signals.
dependent packages 3total releases 8latest release July 29, 2022most recent commit 7 months agopypi neural-structured-learning} Downloads
Pgl ⭐ 1,545
Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle
dependent packages 1total releases 21latest release September 26, 2023most recent commit 4 months agopypi pgl} Downloads
Deepsnap ⭐ 502
Python library assists deep learning on graphs
dependent packages 1total releases 5latest release September 05, 2021most recent commit 5 months agopypi deepsnap} Downloads
The 10 Latest Releases In Learning Graph Open Source Projects
Graphlearning ⭐ 69
Python package for graph-based clustering and semi-supervised learning
dependent packages 4total releases 37latest release November 21, 2023most recent commit 3 months agopypi graphlearning} Downloads
Fluidml ⭐ 19
FluidML is a lightweight framework for developing machine learning pipelines.
total releases 10latest release October 20, 2023most recent commit 6 months ago
Pgl ⭐ 1,545
Paddle Graph Learning (PGL) is an efficient and flexible graph learning framework based on PaddlePaddle
dependent packages 1total releases 21latest release September 26, 2023most recent commit 4 months agopypi pgl} Downloads
Ampligraph ⭐ 1,963
Python library for Representation Learning on Knowledge Graphs https://docs.ampligraph.org
total releases 14latest release July 12, 2023most recent commit 9 months ago
Smile ⭐ 5,833
Statistical Machine Intelligence & Learning Engine
dependent packages 35total releases 33latest release June 14, 2023most recent commit 6 months ago
Ogb ⭐ 1,822
Benchmark datasets, data loaders, and evaluators for graph machine learning
dependent packages 22total releases 19latest release November 02, 2022most recent commit 3 months agopypi ogb} Downloads
Graph Learn ⭐ 1,239
An Industrial Graph Neural Network Framework
total releases 5latest release October 09, 2022most recent commit 3 months ago
Neural Structured Learning ⭐ 972
Training neural models with structured signals.
dependent packages 3total releases 8latest release July 29, 2022most recent commit 7 months agopypi neural-structured-learning} Downloads
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