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pytorch_geometric

Graph Neural Network Library for PyTorch

Language:PythonMIT21068 252 3523

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.

Language:C++MIT16563 433 3390

pytorch-deep-learning

Materials for the Learn PyTorch for Deep Learning: Zero to Mastery course.

Language:Jupyter NotebookMIT10432 111 200

gcn

Implementation of Graph Convolutional Networks in TensorFlow

Language:PythonMIT7093 157 194

t81_558_deep_learning

T81-558: Keras - Applications of Deep Neural Networks @Washington University in St. Louis

Language:Jupyter NotebookNOASSERTION5711 323 125

CLRS

📚 Solutions to Introduction to Algorithms Third Edition

Language:MarkdownMIT4678 61 201

CogDL

CogDL: A Comprehensive Library for Graph Deep Learning (WWW 2023)

Language:PythonMIT1718 42 117

MedicalZooPytorch

A pytorch-based deep learning framework for multi-modal 2D/3D medical image segmentation

Language:PythonMIT1710 34 25

uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

Language:PythonApache-2.01429 21 89

MICCAI-OpenSourcePapers

MICCAI 2019-2023 Open Source Papers

Apache-2.01212 32 9

temperature_scaling

A simple way to calibrate your neural network.

Language:PythonMIT1083 10 35

planetoid

Semi-supervised learning with graph embeddings

Language:PythonMIT877 22 19

edward2

A simple probabilistic programming language.

Language:Jupyter NotebookApache-2.0677 18 117

gnn-benchmark

Framework for evaluating Graph Neural Network models on semi-supervised node classification task

Language:PythonMIT439 6 15

evidential-deep-learning

Learn fast, scalable, and calibrated measures of uncertainty using neural networks!

Language:PythonApache-2.0429 17 16

pytorch-apple-silicon

Setup PyTorch on Mac/Apple Silicon plus a few benchmarks.

Language:Jupyter NotebookMIT407 11 4

TransBTS

This repo provides the official code for : 1) TransBTS: Multimodal Brain Tumor Segmentation Using Transformer (https://arxiv.org/abs/2103.04430) , accepted by MICCAI2021. 2) TransBTSV2: Towards Better and More Efficient Volumetric Segmentation of Medical Images(https://arxiv.org/abs/2201.12785).

Language:PythonApache-2.0387 2 54

GCNII

PyTorch implementation of "Simple and Deep Graph Convolutional Networks"

Language:Python323 5 20

LanczosNetwork

Lanczos Network, Graph Neural Networks, Deep Graph Convolutional Networks, Deep Learning on Graph Structured Data, QM8 Quantum Chemistry Benchmark, ICLR 2019

Language:PythonMIT310 8 10

torchsummaryX

torchsummaryX: Improved visualization tool of torchsummary

Language:Python302 2 21

GraphNAS

This directory contains code necessary to run the GraphNAS algorithm.

Language:PythonApache-2.0173 2 10

MUSAE

The reference implementation of "Multi-scale Attributed Node Embedding". (Journal of Complex Networks 2021)

Language:PythonGPL-3.0156 5 8

awesome-graph-ood

Papers about out-of-distribution generalization on graphs.

MIT151 10 2

awesome-auto-graph-learning

A paper collection about automated graph learning

MIT93 9 1

CodeSignal-WorkingSolutions

This repository includes my solutions for the arcade challenges in CodeSignal. All of them are fully functional. However, any recommendations for optimisation are welcome!

Language:Python88 20

dblp

Parse the dblp data into a structured format for experimentation.

Language:PythonMIT73 7 23

Graph-Posterior-Network

Graph Posterior Network: Bayesian Predictive Uncertainty for Node Classification (NeurIPS 2021)

Language:PythonMIT38 4 5

CaGCN

This repo is for source code of NeurIPS 2021 paper "Be Confident! Towards Trustworthy Graph Neural Networks via Confidence Calibration".

Language:PythonMIT19 10

Enhancement-of-Brain-MRI-Tumor-Segmentation-using-Multimodality-Learning

Brain tumor segmentation of Brats 2019 with Multimodality Learning

Language:Jupyter Notebook800

automated-graph-neural-network-paper-list

This repository lists recent automated graph neural network papers

4 10