《动手学大模型Dive into LLMs》系列编程实践教程

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

Papers about large graph models.

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.

ChatGPT for lecture slides

BertViz: Visualize Attention in NLP Models (BERT, GPT2, BART, etc.)

Academic CVs that you can emulate

[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.

[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