blog_gallery

changhongyan123

Config files for my GitHub profile.

changhongyan123.github.io

charrnn

ctf-writeups

Writeups of Capture The Flag Competitions

deepnets

dm-haiku

JAX-based neural network library

fairnessml

fedml-1

FedML - The federated learning and analytics library enabling secure and collaborative machine learning on decentralized data anywhere at any scale. Supporting large-scale cross-silo federated learning, cross-device federated learning on smartphones/IoTs, and research simulation. MLOps and App Marketplace are also enabled (https://open.fedml.ai).

ffcv

FFCV: Fast Forward Computer Vision (and other ML workloads!)

folktables

Datasets derived from US census data

format

ACM consolidated LaTeX styles

generatesyndata

git-latexdiff

to diff latex file with preview versions

gitignore

A collection of useful .gitignore templates

influence-release

llm_security_paper

matcha

Communication-efficient decentralized SGD (Pytorch)

mean-teacher

A state-of-the-art semi-supervised method for image recognition

mentornet

Code for MentorNet: Learning Data-Driven Curriculum for Very Deep Neural Networks

minimal-mistakes

:triangular_ruler: Jekyll theme for building a personal site, blog, project documentation, or portfolio.

ml_privacy_meter

Privacy Meter: An open-source library to audit data privacy in statistical and machine learning algorithms.

models-calibration

mymagicmirror

mypoker

CS3243 Introduction to AI Term Project: AI Poker

ninecolors

Select LaTeX colors with proper WCAG color contrast

one-pixel-attack-pytorch

Pytorch reimplementation of "One pixel attack for fooling deep neural networks"

opacus

Training PyTorch models with differential privacy

openfl

An open framework for Federated Learning.

poisoning

The vulnerability of the neural network under data poisoning attacks