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Code for IJCAI'24 paper: Gradformer: Graph Transformer with Exponential Decay
Code for Neural Networks'24 paper: Exploring sparsity in graph transformers
Existing Literature about Machine Unlearning
Awesome Machine Unlearning (A Survey of Machine Unlearning)
Code for TNNLS paper: "Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks"
Code for IJCAI'24 paper: Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders
A collection of literature after or concurrent with Masked Autoencoder (MAE) (Kaiming He el al.).
Reading list for research topics in state-space models
A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.
A pytorch adversarial library for attack and defense methods on images and graphs
A collection of papers and resources about Data Centric Graph Machine Learning (DC-GML)
Graphic notes on Gilbert Strang's "Linear Algebra for Everyone", 线性代数的艺术中文版, 欢迎PR.
Examples of how to create colorful, annotated equations in Latex using Tikz.
A curated, but incomplete, list of data-centric AI resources.
Compare neural networks by their feature similarity
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…
TxGNN: Zero-shot prediction of therapeutic use with geometric deep learning and clinician centered design
Publication-quality network visualisations in python
Collection of common code that's shared among different research projects in FAIR computer vision team.
BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)
[ACL 2022] Structured Pruning Learns Compact and Accurate Models https://arxiv.org/abs/2204.00408
Papers about out-of-distribution generalization on graphs.
A curated list of awesome papers on dataset distillation and related applications.
JDEA-NLP / Vega-MT
Forked from zanchangtong/Vega-MT[WMT 2022 champion system] Vega-MT model and inference scripts
Tips for Writing a Research Paper using LaTeX
Scalene: a high-performance, high-precision CPU, GPU, and memory profiler for Python with AI-powered optimization proposals