Stars
VFS Appointment Bot - This script automates checking for appointments at VFS Global offices in a specified country.
Chrome Extensions Samples
[ACL 2023] Reasoning with Language Model Prompting: A Survey
Data and Code for Program of Thoughts (TMLR 2023)
A framework for few-shot evaluation of autoregressive language models.
A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training
Data-efficient Training of Machine Learning Models
zhenv5 / leaf
Forked from TalwalkarLab/leafLeaf: A Benchmark for Federated Settings
The Algorithmic Foundations of Differential Pivacy by Cynthia Dwork Chinese Translation
Library for training machine learning models with privacy for training data
Code for the paper: Label-Only Membership Inference Attacks
Code to reproduce experiments in "Antipodes of Label Differential Privacy PATE and ALIBI"
A multi-party collaborative machine learning framework
The code for "Improved Deep Leakage from Gradients" (iDLG).
Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。
本项目将《动手学深度学习》(Dive into Deep Learning)原书中的MXNet实现改为TensorFlow 2.0实现,项目已得到李沐老师的认可
Graph Attention Networks (https://arxiv.org/abs/1710.10903)
A PyTorch implementation of "Signed Graph Convolutional Network" (ICDM 2018).
source code for signed graph attention networks (ICANN2019) & SDGNN (AAAI2021)
Python package built to ease deep learning on graph, on top of existing DL frameworks.
Representation learning on large graphs using stochastic graph convolutions.
Representation learning on large graphs using stochastic graph convolutions.
Simple reference implementation of GraphSAGE.
《神经网络与深度学习》 邱锡鹏著 Neural Network and Deep Learning