NLNR's repositories

Awesome-DynamicGraphLearning

Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).

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SessionRec-pytorch

Session-based Recommendation

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Awesome-GPT

Awesome papers, datasets and projects about the study of large language models like GPT-3, GPT-3.5, ChatGPT, GPT-4, etc.

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JGCF

A simple, efficient and effective Jacobi polynomial-based graph collaborative filtering algorithm.

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POT_pytorch

Pytorch Optimal Transport Library

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HeteroRewire

A heterogeneous graph rewiring method to boost the performance of GNNs on HG.

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OpenCourseCatalog

Bilibili 公开课目录

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awesome

😎 Awesome lists about all kinds of interesting topics

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awesome-nodejs

:zap: Delightful Node.js packages and resources

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cs229t

Statistical Learning Theory (CS229T) Lecture Notes

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dgl-SessRec

Session-based Recommendation with Deep Graph Library

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DIM

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

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DirectAU

KDD'2022: Towards Representation Alignment and Uniformity in Collaborative Filtering

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github-readme-stats

:zap: Dynamically generated stats for your github readmes

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GNNPapers

Must-read papers on graph neural network (GNN)

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graph_nets

Build Graph Nets in Tensorflow

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Interview

Interview = 简历指南 + LeetCode + Kaggle

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learning-to-learn

Learning to Learn in TensorFlow

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NRLPapers

Must-read papers on network representation learning (NRL) / network embedding (NE)

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OpenNE

An Open-Source Package for Network Embedding (NE)

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POT

Python Optimal Transport library

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pytorch_geometric

Geometric Deep Learning Extension Library for PyTorch

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ReAct

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

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