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admmbo

An implementation of "ADMMBO, An ADMM Framework for Bayesian Optimization with Unknown Constraints''

adult-income-analysis

Exploratory data analysis for the Adult or Census Income dataset from UCI Machine Learning Repository : https://archive.ics.uci.edu/ml/datasets/adult

autogluon

AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data

awesome-federated-machine-learning

Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

dataset-downloader

dedds

dgd

fate

An Industrial Grade Federated Learning Framework

fedavg

Implement FedAvg algorithm based on Tensorflow

federated

A framework for implementing federated learning

federated-learning

A PyTorch Implementation of Federated Learning http://doi.org/10.5281/zenodo.4321561

flower

Flower - A Friendly Federated Learning Framework

gfl

Galaxy Federated Learning Framework （星际联邦学习框架）

gpyopt

Gaussian Process Optimization using GPy

graph-dac

Distributed Average Consensus

m-pid

I-PID and M-PID implementation

practicing-federated-learning

pytorch_active_learning

PyTorch Library for Active Learning to accompany Human-in-the-Loop Machine Learning book

recsyspapers

推荐/广告/搜索领域工业界经典以及最前沿论文集合。A collection of industry classics and cutting-edge papers in the field of recommendation/advertising/search.

reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

sparsifiedsgd

Sparsified SGD with Memory: https://arxiv.org/abs/1809.07599

spearmint

Spearmint Bayesian optimization codebase

terngrad

Ternary Gradients to Reduce Communication in Distributed Deep Learning (TensorFlow)