Python geometric-deep-learning

Open-source Python projects categorized as geometric-deep-learning
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Topics: graph-neural-networks Deep Learning Machine Learning Pytorch graph-convolutional-networks
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Top 10 Python geometric-deep-learning Projects

  • pytorch_geometric

    Graph Neural Network Library for PyTorch

    • Project mention: Please help I'm suffering | RuntimeError: mat1 and mat2 must have the same dtype | /r/StableDiffusion | 2023-12-05

  • deep_gcns_torch

    Pytorch Repo for DeepGCNs (ICCV'2019 Oral, TPAMI'2021), DeeperGCN (arXiv'2020) and GNN1000(ICML'2021): https://www.deepgcns.org

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • chemicalx

    A PyTorch and TorchDrug based deep learning library for drug pair scoring. (KDD 2022)

  • PyNeuraLogic

    PyNeuraLogic lets you use Python to create Differentiable Logic Programs

  • gnn-lspe

    Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

  • sgas

    SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas

  • Graph-Convolution-on-Structured-Documents

    This repo contains code to convert Structured Documents to Graphs and implement a Graph Convolution Neural Network for node classification

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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  • DeepInteract

    A geometric deep learning pipeline for predicting protein interface contacts. (ICLR 2022)

  • haiku-geometric

    A collection of graph neural networks implementations in JAX

  • GraphMixerNetworks

    Official Implementation of Graph Mixer Networks

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Python geometric-deep-learning related posts

Index

What are some of the best open-source geometric-deep-learning projects in Python? This list will help you:

Project Stars
1 pytorch_geometric 20,056
2 deep_gcns_torch 1,104
3 chemicalx 699
4 PyNeuraLogic 267
5 gnn-lspe 214
6 sgas 160
7 Graph-Convolution-on-Structured-Documents 141
8 DeepInteract 53
9 haiku-geometric 28
10 GraphMixerNetworks 13

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