Min's Projects
State of the Art Natural Language Processing
Implementation for <SphereFace: Deep Hypersphere Embedding for Face Recognition> in CVPR'17.
Dataflow analysis & differential privacy for SQL queries. This project is deprecated and not maintained.
Official Stanford NLP Python Library for Many Human Languages
Model extraction attacks on Machine-Learning-as-a-Service platforms.
Copycat CNN
StellarGraph - Machine Learning on Graphs
StyleGAN - Official TensorFlow Implementation
Reimplementation of https://arxiv.org/abs/1812.04948
Subgraph Neural Networks (NeurIPS 2020)
Wraps sudo; transparently steals user's credentials and exfiltrate over DNS. For those annoying times when you get a shell/file write on a sudoers account and need to leverage their credentials.
(MLSys' 21) An Acceleration System for Large-scare Unsupervised Heterogeneous Outlier Detection (Anomaly Detection)
A simplified library for decentralized, privacy preserving machine learning
tableGAN is a synthetic data generation technique (Data Synthesis based on Generative Adversarial Networks paper) based on Generative Adversarial Network architecture (DCGAN).
[CVPR 2021] Pytorch implementation for TediGAN: Text-Guided Diverse Face Image Generation and Manipulation.
A simple way to calibrate your neural network.
Learn how to visualize your own image data or features on Tensorboard Embedding Visualizer
Computation using data flow graphs for scalable machine learning
Tensorflow tutorial from basic to hard
A library for easy and efficient manipulation of tensor networks.
Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"
TGN: Temporal Graph Networks
本github已于14年6月基本停止更新,完整精致的纸质版《编程之法:面试和算法心得》已在京东/当当上销售!
One has no future if one couldn't teach themself.
A code-searching tool similar to ack, but faster.
An elegant, flexible, and superfast PyTorch deep reinforcement learning platform.
Python toolbox to evaluate graph vulnerability and robustness
http://torch.ch