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Nipun Batra

New features in nilmtk disaggregation methods. Sat 04 July 2015. This blog post introduces some of the added features in nilmtk. In short, two new features have been added:. The ability to specify the number of states to use for modeling each appliance (both Combinatorial Optmisation (CO) and FHMM implement this now). The ability to choose the optimal number of . Read On ↵. Finding original building id in nilmtk. Tue 16 June 2015. Read On ↵. Efficiently iterating Pandas rows. Tue 09 June 2015. We've all ...

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New features in nilmtk disaggregation methods. Sat 04 July 2015. This blog post introduces some of the added features in nilmtk. In short, two new features have been added:. The ability to specify the number of states to use for modeling each appliance (both Combinatorial Optmisation (CO) and FHMM implement this now). The ability to choose the optimal number of . Read On ↵. Finding original building id in nilmtk. Tue 16 June 2015. Read On ↵. Efficiently iterating Pandas rows. Tue 09 June 2015. We've all ...
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Nipun Batra | nipunbatra.github.io Reviews

https://nipunbatra.github.io

New features in nilmtk disaggregation methods. Sat 04 July 2015. This blog post introduces some of the added features in nilmtk. In short, two new features have been added:. The ability to specify the number of states to use for modeling each appliance (both Combinatorial Optmisation (CO) and FHMM implement this now). The ability to choose the optimal number of . Read On ↵. Finding original building id in nilmtk. Tue 16 June 2015. Read On ↵. Efficiently iterating Pandas rows. Tue 09 June 2015. We've all ...

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Efficiently iterating Pandas rows | Nipun Batra |

http://nipunbatra.github.io/2015/06/pandas-iteration

Efficiently iterating Pandas rows. Tue 09 June 2015 · tagged pandas. Often in my Pandas code, I've had to iterate through the rows. The first thing which comes to mind (as would do to any one who has studied C/C as the first language) is to access elements by index and loop on the index. This is considered "unPythonic". For this exact same reason, for loops in Python are written as. For a in list. For index, row in df.iterrows(): row[a], index. It should be noted that this is similar in syntax to the.

2

Posts tagged india | Nipun Batra |

http://nipunbatra.github.io/tag/india.html

IAWE data collected from Android phones. Middot; Wed 26 February 2014. Page 1 of 1. Nipun Batra – Proudly published with Pelican.

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Posts tagged office | Nipun Batra |

http://nipunbatra.github.io/tag/office.html

Kingsoft office for Linux. Middot; Fri 31 January 2014. Page 1 of 1. Nipun Batra – Proudly published with Pelican.

4

New plots in nilmtk | Nipun Batra |

http://nipunbatra.github.io/2014/12/nilmtk-new-plots

New plots in nilmtk. Mon 01 December 2014 · tagged Python. So far, we have been looking at plain time series (power (y) vs time(x) plots in nilmtk. How about we try some new representations of ime series data. In this post, I'll quickly showcase 3 show plot types which I've currently added to nilmtk master. They are experimental till the next release of nilmtk. Loading data ¶. Examine dataset metadata ¶. Examine sub-metered appliances ¶. Appliance(type='fridge', instance=1), Appliance(type=&apo...The hor...

5

Collection of Stack Overflow questions on Pandas, Numpy, and Python | Nipun Batra |

http://nipunbatra.github.io/2015/06/collection_questions

Collection of Stack Overflow questions on Pandas, Numpy, and Python. Sun 07 June 2015 · tagged nilm. Often I find myself looking up similar questions on StackOverflow pertaining to my day to day data analysis. I'm documenting these questions up here. Please feel free to fork this gist. And submit PR if you have any recommendations. Nipun Batra – Proudly published with Pelican.

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September 2013 – Personal Notes

https://researchnoter.wordpress.com/2013/09

A research journal — on computer science research and related technical concepts. September 16, 2013. September 21, 2013. Reblogging it for future reference. This post also cleared a confusion I had few months back about the difference between statistical learning and non-statistical learning or just machine learning. Love the blog! As usual, all of the code. Presented in this post is available on this blog’s Github page. The Linear Model, in Two Variables. 2,899 more words. The Fast Fourier Transform.

blog.oliverparson.co.uk blog.oliverparson.co.uk

Disaggregated Homes: November 2014

http://blog.oliverparson.co.uk/2014_11_01_archive.html

My name is Oliver Parson, and I'm currently employed as a Data Scientist at Centrica Connected Home. I'm interested in investigating the ways in which machine learning techniques can be used to break down household energy consumption data into individual appliances, also known as Non-intrusive Appliance Load Monitoring (NIALM) or energy disaggregation. Tuesday, 25 November 2014. We've seen some really encouraging adoption of NILMTK. Posted by Oliver Parson. Monday, 24 November 2014. Mario is an assistant...

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l0-Norm, l1-Norm, l2-Norm, … , l-infinity Norm – Personal Notes

https://researchnoter.wordpress.com/2013/08/27/l0-norm-l1-norm-l2-norm-l-infinity-norm

A research journal — on computer science research and related technical concepts. L0-Norm, l1-Norm, l2-Norm, … , l-infinity Norm. August 27, 2013. August 29, 2013. I’m working on things related to norm a lot lately and it is time to talk about it. In this post we are going to discuss about a whole family of norm. What is a norm? Most of the time you will see the norm appears in a equation like this:. Latex left x right $ where $latex x $ can be a vector or a matrix. End{bmatrix}$ is $latex left a right.

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How to know your python code is PEP8 compliant? – Personal Notes

https://researchnoter.wordpress.com/2013/09/01/how-to-know-your-python-code-is-pep8-compliant

A research journal — on computer science research and related technical concepts. How to know your python code is PEP8 compliant? September 1, 2013. September 1, 2013. Everyday, I am learning new things about this awesome language. One amongst the great things it offers is its readability and how it is ingrained in its syntax. It really makes newbies write readable code. This post is about how to know whether your code is PEP8. Install the command-line program pep8. Python Guide: Code Style. Address neve...

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Manaswi Saha – Personal Notes

https://researchnoter.wordpress.com/author/manaswisaha

A research journal — on computer science research and related technical concepts. September 16, 2013. September 21, 2013. Reblogging it for future reference. This post also cleared a confusion I had few months back about the difference between statistical learning and non-statistical learning or just machine learning. Love the blog! As usual, all of the code. Presented in this post is available on this blog’s Github page. The Linear Model, in Two Variables. 2,899 more words. The Fast Fourier Transform.

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Tutorials around the Internet – Personal Notes

https://researchnoter.wordpress.com/2013/08/29/tutorials-around-the-internet

A research journal — on computer science research and related technical concepts. Tutorials around the Internet. August 29, 2013. August 29, 2013. I am starting a new page “ Tutorials. 8221; which will list links to introductory articles/explanations which I have found to be very simple and intuitive. It will range from programming languages like Python, R to computer science and math concepts like machine learning, statistics etc. Hope you find them useful! How to give a great research talk.

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Energy.iiitd

http://energy.iiitd.edu.in/Team.aspx

Software Engineer / RA. MUC - IIIT Delhi. Mobile Sensing, Approximation Algorithms, Environmental Monitoring, Low Cost Technologies. Email - amarjeet [at] iiitd [dot] ac [dot] in. MUC - IIIT Delhi. Middleware, Mobile Computing. Email - psingh[at] iiitd [dot] ac [dot] in. MUC - IIIT Delhi. Energy management in buildings, Embedded sensing networks, Cyber-Physical Systems, Internet of Things. Email - pandarasamya[at] iiitd [dot] ac [dot] in. MUC - IIIT Delhi. Email - nipunb[at] iiitd [dot] ac [dot] in.

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New features in nilmtk disaggregation methods. Sat 04 July 2015. This blog post introduces some of the added features in nilmtk. In short, two new features have been added:. The ability to specify the number of states to use for modeling each appliance (both Combinatorial Optmisation (CO) and FHMM implement this now). The ability to choose the optimal number of . Read On ↵. Finding original building id in nilmtk. Tue 16 June 2015. Read On ↵. Efficiently iterating Pandas rows. Tue 09 June 2015. We've all ...

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