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Christoph Klemenjak
Christoph Klemenjak

10 Followers

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How to deal with NILMTK energy data sets using Pandas

Datasets play a crucial role in the development of data-driven algorithms. Being able to access one or more real-world datasets is the deciding factor between success or failure. Before going further into the topic, we have to define NILM: Non-Intrusive Load Monitoring (NILM) is the process of estimating the energy…

Nilmtk

4 min read

How to deal with NILMTK energy data sets using Pandas
How to deal with NILMTK energy data sets using Pandas
Nilmtk

4 min read


Pinned

A step-by-step manual for installing NILMTK.

In this manual, we will install the user version of NILMTK. Please note that this manual considers Mac OS and Linux systems only. The installation procedure for Windows might differ from the one presented in this blog post. Publications related to this topic Klemenjak, C., & Goldsborough, P. (2016). Non-intrusive load monitoring: A review and…

Nilm

3 min read

A step-by-step manual for installing NILMTK.
A step-by-step manual for installing NILMTK.
Nilm

3 min read


Feb 22, 2021

Setting up Scikit-Learn & Conda.

In this manual, we will set up a Conda environment for Scikit learn and Jupyter notebooks. Virtual environments ease organising Python packages. Why Conda? Well: “With over 6 million users, the open source Anaconda Distribution is the easiest way to do Python data science and machine learning. It includes hundreds…

Python

2 min read

Setting up Scikit learn with Conda
Setting up Scikit learn with Conda
Python

2 min read


Feb 19, 2021

YoMoPie: A User-Oriented Energy Monitor based on the Raspberry Pi

Computational methods for the enhancement of energy efficiency rely on a measurement process with sufficient accuracy and number of measurements. Networked energy meters, energy monitors, serve as a vital link between the energy consumption of households and key insights that reveal strategies to achieve significant energy savings. With YoMoPie, we…

Raspberry Pi

3 min read

A User-Oriented Energy Monitor based on the Raspberry Pi
A User-Oriented Energy Monitor based on the Raspberry Pi
Raspberry Pi

3 min read

Christoph Klemenjak

Christoph Klemenjak

10 Followers

Researcher. Machine Learning Enthusiast. European Citizen. https://klemenjak.com

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