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Python library assists deep learning on graphs
A LaTeX beamer template for SYSU. 中山大学LaTeX演示模板
[TKDE'23] Demo code of the paper entitled "High-Quality Temporal Link Prediction for Weighted Dynamic Graphs via Inductive Embedding Aggregation", which has been accepted by IEEE TKDE
Autonomous academic paper writing based off of simple user prompt
MLNLP社区用来帮助缩短参考文献的工具。A tool for simplifying bibtex with official info
A simple tool to update bib entries with their official information (e.g., DBLP or the ACL anthology).
MLNLP社区用来帮助大家避免论文投稿小错误的整理仓库。 Paper Writing Tips
A curated list of resources for using LLMs to develop more competitive grant applications.
ICASSP 2019 official Latex template
My personal PyTorch framework for multivariate time series forecasting.
A simple and efficient Mamba implementation in pure PyTorch and MLX.
Simple, minimal implementation of the Mamba SSM in one file of PyTorch.
A Library for Advanced Deep Time Series Models.
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, m…
GCN-GAN: A Non-linear Temporal Link Prediction Model for Weighted Dynamic Networks
Classic N-Queens problem, solved using local search algorithms hill climbing and simulated annealing. Perfect solution not guaranteed :)
Solving N-Queen problem using Genetic Algorithm
Generate a large number of 8-puzzle and 8-queens instances and solve them by hill climbing (steepest-ascent and first-choice variants), hill climbing with random restart, and simulated annealing. M…
[ACM Computing Surveys'23] Implementations or refactor of some temporal link prediction/dynamic link prediction methods and summary of related open resources for survey paper "Temporal Link Predict…
Platform for designing and evaluating Graph Neural Networks (GNN)
🧑🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), ga…
Low earth orbit (LEO) satellite network simulation framework.
Awesome papers about machine learning (deep learning) on dynamic (temporal) graphs (networks / knowledge graphs).