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Yingtai Xiao's Projects

caffe2 icon caffe2

Caffe2 is a lightweight, modular, and scalable deep learning framework.

chatreviewer icon chatreviewer

ChatReviewer: 使用ChatGPT分析论文优缺点,提出改进建议

cs229-solutions-2020 icon cs229-solutions-2020

Unofficial Stanford's CS229 Machine Learning Problem Solutions (summer edition 2019, 2020).

federated icon federated

A collection of Google research projects related to Federated Learning and Federated Analytics.

h2tree icon h2tree

Algorithms from Hay et al. PVLDB 2010.

hdmm icon hdmm

An implementation of the high-dimensional matrix mechanism

models icon models

Models and examples built with TensorFlow

partialflow icon partialflow

Train large neural networks in Tensorflow on GPUs with limited memory resources.

private-pgm icon private-pgm

An implementation of the tools described in the paper entitled "Graphical-model based estimation and inference for differential privacy"

pytudes icon pytudes

Python programs to practice or demonstrate skills.

speed-camera icon speed-camera

A Unix, Windows, Raspberry Pi Object Speed Camera using python, opencv, video streaming, motion tracking. Includes a Standalone Web Server Interface, Image Search using opencv template match and a whiptail Admin Menu Interface Includes picam and webcam Plugins for motion track security camera configuration including rclone sync script. watch-app allows remotely controller camera configuration from a remote storage service name.

tensorflow icon tensorflow

Computation using data flow graphs for scalable machine learning

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