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appliance-detection-and-pattern-recognition

Detecting when household TV's are on from the aggregate home power usage using CNN's through Keras and NILM methods. Analysing patterns in household kettle usage using GMM's.

attention-nilm

An Attention-based Deep Neural Network for Non-Intrusive Load Monitoring

awesome-nilm

A curated resources of awesome NILM resources

bert4keras

keras implement of transformers for humans

bert4nilm

[NILM'20] PyTorch Implementation of BERT4NILM: A Bidirectional Transformer Model for Non-Intrusive Load Monitoring

bigdata

computer-network

本仓库用来存放计算机网络课程相关材料，后续会更新计网相关资料

convtransformertimeseries

Convolutional Transformer for time series

coursera-ml-andrewng-notes

吴恩达老师的机器学习课程个人笔记

crossstagepartialnetworks

Cross Stage Partial Networks

csdn-code-link

由于CSDN博客里面不能直接上代码链接，涉嫌营销推广，因此建一个github仓库用于整理这些代码链接

dilated-convolution-keras

Multi-Scale Context Aggregation by Dilated Convolutions in Keras.

dnn4nilm_overview

Overview of NILM works employing Deep Neural Networks on low frequency data

electricity_nilm

fedgbm-nilm

feiqirufuhefenjie

记录一些关于非侵入式负荷分解的学习，以及一些公开的数据集

juzhenlun

矩阵论课后习题答案

learn

learn how to programming

lowfreq_dnn-nilm

Overview of research papers with focus on low frequency NILM employing DNNs

lstm-

soochow university deeplearning homework01

machinelearning

Machine Learning in Action学习笔记，一个文件夹代表一个算法，每个文件夹包含算法所需的数据集、源码和图片，图片放在pic文件夹中，数据集放在在Data文件夹内。书中的代码是python2的，有不少错误，这里代码是我用python3写的，且都能直接运行

ml-nlp

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

multi-nilm

Multi-NILM: Multi Label Non Intrusive Load Monitoring

neural-disaggregator

Code for NILM experiments using Neural Networks. Uses Keras/Tensorflow and the NILMTK.

neural-nilm

An Non-Intrusive Load Disaggregation method based on Neural Network. A sequence-to-sequence model and a sequence-to-point model are proposed.

neuralnilm

Deep Neural Networks Applied to Energy Disaggregation

nilm

nilm project

nilm-bqp

Mixed-Integer Nonlinear Programming for NILM

nilm-papers-with-code

An archive for NILM papers with source code and other supplemental material

nilmtk

Non-Intrusive Load Monitoring Toolkit (nilmtk)