Zhao Yang's repositories
Awesome-Privacy
Repository for collection of research papers on privacy.
bottos
Bottos blockchain
CE7454_2018
Deep learning course CE7454, 2018
CE7454_2019
Deep learning course CE7454, 2019
Coursera_Reinforcement_Learning
Coursera Reinforcement Learning Specialization by University of Alberta & Alberta Machine Intelligence Institute
d2l-pytorch
This project reproduces the book Dive Into Deep Learning (www.d2l.ai), adapting the code from MXNet into PyTorch.
Dive-into-DL-PyTorch
本项目将《动手ĺ¦ć·±ĺş¦ĺ¦äą 》(Dive into Deep Learning)原书ä¸çš„MXNet实现改为PyTorch实现。
FATE
An Open Source Secure Computing Framework to support the Federated AI ecosystem
fed_ml
Git Repository for APMA DRP Project - Federated Machine Learning
federated-averaging-tutorials
A set of tutorials to implement the Federated Averaging algorithm on TensorFlow.
federated-learning
Federated Learning - PyTorch
federated-learning-1
A distributed fedrated learning system on the blockchain.
Federated-Learning-2
Federated Learning is a distributed machine learning approach which enables model training on a large corpus of decentralised data. The repository tutorial for using PySyft for distributed training of Machine Learning model.
Federated-XGBoost
Federated Learning on XGBoost
federated_shap
Code for paper "Interpret Federated Learning with Shapley Values"
google-images-download
Python Script to download hundreds of images from 'Google Images'. It is a ready-to-run code!
json
JSON for Modern C++
machine-learning-systems-design
A booklet on machine learning systems design with exercises
maml
Code for "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"
MetaOptNet
Meta-Learning with Differentiable Convex Optimization (CVPR 2019 Oral)
OnDevAI
Federated Learning over Wireless Networks
privacy
Library for training machine learning models with privacy for training data
private-ai
Repo for Udacity's Secure & Private AI course
Private-AI-1
Repository with tutorials and applications of Private-AI algorithms with PySyft
pro-sidebar-template
Responsive sidebar template based on bootstrap
pwc
Papers with code. Sorted by stars. Updated weekly.
PyTorch-for-Deep-Learning-and-Computer-Vision-Course-All-Codes-
PyTorch for Deep Learning and Computer Vision Course (All Codes)
ReinforcemengLearningPractice
Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments
scikit-learn
scikit-learn: machine learning in Python