Project everware: Reusable science. Bayesian optimisation for smart hyperparameter search. Basic Gaussian Processes with George. Bumping or Escaping Local Minima. Advanced scikit-learn for TMVA Users. Scikit-learn for TMVA Users. Getting Ahead on Interesting Papers. Read any Nature Paper for Free. Monte Carlo Integration with Quasi Random Numbers. Knowing when to switch.
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Tim Head | betatim.github.io Reviews
https://betatim.github.io
Project everware: Reusable science. Bayesian optimisation for smart hyperparameter search. Basic Gaussian Processes with George. Bumping or Escaping Local Minima. Advanced scikit-learn for TMVA Users. Scikit-learn for TMVA Users. Getting Ahead on Interesting Papers. Read any Nature Paper for Free. Monte Carlo Integration with Quasi Random Numbers. Knowing when to switch.
betatim.github.io
scikit-learn for TMVA Users - Tim Head
http://betatim.github.io/posts/sklearn-for-TMVA-users
Scikit-learn for TMVA Users. Particle physics is full of machine learning. It powered the discovery of the Higgs boson. And it is used to decide which data an experiment should record. As well as in many other analyses. There is only one drawback: most of it is based on one library: TMVA. It was written many years ago, which means lots of new techniques and innovations are not available. I actually struggled to pick a good webpage to link to, as the original homepage. Has not been updated since 2013.
Sports - Tim Head
http://betatim.github.io/pages/sports.html
Swimming, biking and running crazy long distances without a break. The aim is to complete all three sports (including transitions! In the fastest time possible. I still train for and take part in triathlons, but this section is hopelessly out of date (too much training? In 2015 I ran more than 1000miles and spent over seven days cycling! In May 2013 I took part in the Geneva half-marathon. A few weeks later I finished the Cyclotour du leman. A shorter race but with a lot more climbing.
Matching Machine Learning - Tim Head
http://betatim.github.io/posts/matching-machine-learning
In High Energy Physics a lot of Machine Learning is done. Mostly with the TMVA. Package which is part of the ROOT. Framework which is used by almost every experiment. In this post I will compare how to use. To solve the same problem. Changing habits is always difficult and one of the first questions asked when you propose a change of something that works is: how do we reproduce our current results? Let's see if we can obtain the same result from. When training a set of Decision Trees. Where DecisionTrees...
Obligatory first post - Tim Head
http://betatim.github.io/posts/obligatory-first-post
Thank you for visiting. Welcome! This is my new home on the web. It is still a bit sparse but remember:. Life moves pretty fast. If you don't stop and look around once in a while, you could miss it. So take a look around.
Science - Tim Head
http://betatim.github.io/pages/science.html
Have you noticed that the universe is full of matter and surprisingly little antimatter? Why this is so is one of the main questions the scientists of the LHCb experiment. Hope to answer. I am one of them. I am interested in applying machine-learning to particle physics. In particular tree based methods, bayesian optimisation and transfer learning. I work for Ecole polytechnique fédérale de Lausanne. As post-doc, previously I worked for CERN. My research focused on properties of top quarks. PhysRev. ...
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syymmetries: Warsaw Workshop on Non-Standard Dark Matter
http://syymmetries.blogspot.com/2016/06/warsaw-workshop-on-non-standard-dark.html
Sunday, 5 June 2016. Warsaw Workshop on Non-Standard Dark Matter. For the last few days I've been at the Warsaw Workshop on Non-Standard Dark Matter. It's been very enjoyable! By the way, as of this writing ATLAS CMS have recorded about 2 2/fb of data (or 20 diphotons in alternative units):. We're quickly moving toward the position we were by Christmas last year (about 3 3/fb including the CMS $B=0$ data). If the 750 GeV diphoton resonance prevails in the new data we hope to know by the ICHEP. Views are ...
statistics - Theory And Practice
http://theoryandpractice.org/tag/statistics.html
Testing interactive blog post. Recently I've been learning more about docker and all the things it can do for us. My student Lukas Heinrich has been working on the Recast. Project and using docker heavily. In parallel, Tim Head. And I have been talking a lot about projects like binder. Decomposing Classification For Mixture Models. So I recently learned. I'm pretty excited about the idea of using IPython notebooks as a . Hotelling's Experiment ¶. This weekend's project was a fun one! Along with Berkeley ...
physics - Theory And Practice
http://theoryandpractice.org/tag/physics.html
Supersplit Supersymmetry and the 750 GeV Diphoton Excess. Well I caught the fever for the 750 GeV excess too. While ATLAS policies prevent me from submitting a paper to the arXiv about a preliminary result, I couldn't help but write up these thoughts. On the excess in the context of Supersplit Supersymmetry. Note, they do not represent . Testing interactive blog post. Project and using docker heavily. In parallel, Tim Head. And I have been talking a lot about projects like binder. Theorists Make Data Too.
syymmetries: April 2016
http://syymmetries.blogspot.com/2016_04_01_archive.html
Sunday, 24 April 2016. LHC had its first proton beam. On 25th March, and today had first stable. A preliminary measurement of an angular observable in $B to K * mu mu$ which LHCb has consistently been. Seeing a discrepancy with. Belle see the same thing:. Four 750 GeV diphoton papers were published. In Physical Review Letters this week. April Fools came and went; see CERN's effort here. Supersplit supersymmetry, this time (of course) linked to the 750 GeV diphoton excess. CMS publicly released 2.5/fb.
syymmetries: Friday wrap-up: diphoton, self-interacting dark matter direct detection...
http://syymmetries.blogspot.com/2016/01/friday-wrap-up-diphoton-self.html
Saturday, 9 January 2016. Friday wrap-up: diphoton, self-interacting dark matter direct detection. Back from the end of year break and getting stuck into new projects! Here is the first Friday wrap-up of 2016. Fabiola Gianotti is now. The 750 GeV diphoton monsoon which hit the arXiv on 16th December has not yet abated. There are 150-odd papers now up on the arXiv. See ReSonaances here. And recent posts on the reference frame. So that I may gauge the interest in such a thing. If dark matter is self-intera...
syymmetries: Friday wrap-up: diphoton uncertainties, dark matter uncertainties...
http://syymmetries.blogspot.com/2016/01/friday-wrap-up-diphoton-uncertainties.html
Friday, 29 January 2016. Friday wrap-up: diphoton uncertainties, dark matter uncertainties. Wherein I list some (mostly) recent happenings, ramble a bit, and provide links, in an order roughly determined by importance and relevance to particle physics. Views are my own. Content very definitely skewed by my own leanings and by papers getting coverage, and it may not even be correct. It is a blog after all. There's quite a bit of discussion over at Résonaances. Mic: "With One Hashtag. 8211; on arXiv? Fermi...
syymmetries: June 2016
http://syymmetries.blogspot.com/2016_06_01_archive.html
Sunday, 5 June 2016. Warsaw Workshop on Non-Standard Dark Matter. For the last few days I've been at the Warsaw Workshop on Non-Standard Dark Matter. It's been very enjoyable! By the way, as of this writing ATLAS CMS have recorded about 2 2/fb of data (or 20 diphotons in alternative units):. We're quickly moving toward the position we were by Christmas last year (about 3 3/fb including the CMS $B=0$ data). If the 750 GeV diphoton resonance prevails in the new data we hope to know by the ICHEP.
syymmetries: Wrap-up
http://syymmetries.blogspot.com/2016/04/wrap-up.html
Sunday, 24 April 2016. LHC had its first proton beam. On 25th March, and today had first stable. A preliminary measurement of an angular observable in $B to K * mu mu$ which LHCb has consistently been. Seeing a discrepancy with. Belle see the same thing:. Four 750 GeV diphoton papers were published. In Physical Review Letters this week. April Fools came and went; see CERN's effort here. Supersplit supersymmetry, this time (of course) linked to the 750 GeV diphoton excess. CMS publicly released 2.5/fb.
Wild Tree Technologies
http://www.wildtreetech.com/index.html
Scalable data tools and teams. What is data science? Gaining a competitive edge by extracting actionable insights from your data sets. What we can do for you. We are your on-demand data science department. Take advantage of years of experience with data, without the overheads of hiring full-time staff. These are some of the services Wild Tree Tech. Does your organization have data that you would like to explore or analyse? Do you have a set of questions you would like to answer using your data? These cou...
Blog - Theory And Practice
http://theoryandpractice.org/category/blog.html
Earlier this week I joined the Reproducibility Symposium at NYU. It was an interesting workshop/unconference with a great group of people. A huge thanks to Vicky Steeves. That organized the event. Introduction and Terminology Problems. It started with some nice talks by Jake VanderPlas. Supersplit Supersymmetry and the 750 GeV Diphoton Excess. On the excess in the context of Supersplit Supersymmetry. Note, they do not represent . My favorite way to write numbers. Kyle Cranmer, March 2016. About the abili...
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Tim Head
Project everware: Reusable science. Bayesian optimisation for smart hyperparameter search. Basic Gaussian Processes with George. Bumping or Escaping Local Minima. Advanced scikit-learn for TMVA Users. Scikit-learn for TMVA Users. Getting Ahead on Interesting Papers. Read any Nature Paper for Free. Monte Carlo Integration with Quasi Random Numbers. Knowing when to switch.
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