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edgeml

This repository provides code for machine learning algorithms for edge devices developed at Microsoft Research India.

ekf

Extended Kalman Filter

electricity-market_exampe

Electricity market_example

energymanagementsystem

Full version of energy management system for hybrid AC/DC microgrid power parks

epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support

estrdf-slides

Slides for defence of my master thesis

fate

An Industrial Grade Federated Learning Framework

feddane

FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)

federated-learning

Reproducibility project on Federated Learning paper

federated-learning-1

联邦学习

federatedlearningwithsvrg

The code in order to implement SVRG on Federated System

fefferyviz

这个仓库存放（在模仿中精进数据可视化）系列文章代码及数据附件内容

filterpy

Python Kalman filtering and optimal estimation library. Implements Kalman filter, particle filter, Extended Kalman filter, Unscented Kalman filter, g-h (alpha-beta), least squares, H Infinity, smoothers, and more. Has companion book 'Kalman and Bayesian Filters in Python'.

forecasting

Time Series Forecasting Best Practices & Examples

frechet-mean

freeml

Data Science Resources (Mostly Free)

freqcontrol

Feedback Control of Power System Frequency in MATLAB

game-theory-cheat-sheet

Game Theory Cheat Sheet

gan_numpy

git-tips

:trollface:Git的奇技淫巧

gnn-model-explainer

gnn explainer

gnn-tutorial

Graph Neural Network Tutorial

gnnpapers

Must-read papers on graph neural networks (GNN)

golden-ratio-pda

Golden-Ratio Primal-Dual Algorithm

gpy

Gaussian processes framework in python

gridformingconverters

Implementation of Grid-Forming Control Techniques in IEEE 9-Bus System

gym

A toolkit for developing and comparing reinforcement learning algorithms.

handson-ml

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in python using Scikit-Learn and TensorFlow.

hello-algorithm

🌍 东半球最酷的学习项目 | 1、我写的三十万字算法图解 2、千本开源电子书 3、100 张思维导图 4、100 篇大厂面经 5、30 个学习专题 🚀 🚀 🚀 右上角点个 star，加入我们万人学习群！English Supported！

hellogithub

:octocat: 一个分享 GitHub 上有趣、入门级的开源项目。让你找到编程的乐趣，欢迎推荐、自荐项目「每月28号更新」