Classification of Higgs boson decays using machine learning with Python

2022.01.23 08:47 biancogianluca9 Classification of Higgs boson decays using machine learning with Python

Hi everybody, I want to present you a project I developed some months ago using Python and machine learning within particle physics topics.
Topic: study of the Higgs boson Yukawa coupling to tau leptons using the 2012 ATLAS Run-2 dataset. Particular focus is dedicated to the usage of machine learning classification algorithms to classify the Higgs decay channel H to tautau as signal with respect to the other background processes.
For the classification have been considered the cases in which there are 0,1 or 2 jets in the final state.
Data was taken from the Higgs challenge kaggle dataset.
Let me know what do you think and don't forget to leave a star if you like it!
Github: repository: https://github.com/JustWhit3/higgs-decay-classification
submitted by biancogianluca9 to ParticlePhysics [link] [comments]


2022.01.23 08:47 lensfog Question pour les voyageurs

Salut à tous
J'aimerais avoir quelques retours sur l'assurance voyage de 1 an de ALLIANZ qui coûte environ 170€. Elle couvre plusieurs voyages. Je dois aller 2 fois aux US, j'aimerais dont une assurance qui soit efficace et me permette de:
- me faire changer un vol si j choppe le covid
- voir un généraliste
- acheter des médicaments (ça a couté 800euros à ma mère une fois à Chicago - le généraliste était pas cher)

J'ai vu Allianz mais bon..... j'y connais quoi moi?
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2022.01.23 08:47 --Jlakshan-- I play Nazi propaganda, Leni Rheifenstahl’s Triumph of the Will (1935), in the background when I work out to pump me up.

I am a white, 23 year-old male. I am not a member of the alt-right by any means, and I especially do not hold any beliefs on racial superiority and do not consider myself racist. But the music, the German Gothic Font title cards and German-language shouting pumps me up for some reason.
I should say that I do not sit and watch, but rather keep it playing in the background.
For those of you that don’t know, Triumph of the Will (1935) was a Nazi German propaganda film directed and produced by Leni Riefenstahl, commissioned by Josef Goebbels and his Propaganda Ministry to rally German spirit and showcase the “valor and honor” in the Nazi Party. Thrown together from 60+ hours worth of footage from the 1934 Nuremberg Rally, It has widely been studied in film schools as both a masterful piece of artwork, and as a prime example of the sinister effectiveness of the Nazi propaganda machine. It uses low camera angles to portray Hitler, Goebbels and other high Nazi officials in a position of power, the much noted “power-shot” in many films since then. Roger Ebert rated this film 4/4 and has it on his list of Great Films.
I turn off the subtitles, listen to the music of Herbert Windt and his orchestra as well as angry and bombastic German speeches, and play it in the background.
I also listen to Soviet anthems by the Red Army Choir when I read and when I fall asleep sometimes. Something about foreign language music and chatter is comforting for some reason. I can’t understand what they’re saying, so I listen to the music and beauty of the language, even if it is sinister or disagreeable. Am I the only one that does this?
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2022.01.23 08:47 Pea666 Connecting FS-7 to GA-FC?

Anyone do this?
I’d like to minimize the number of wires that go between my pedalboard and my amp so having the FS-7 connect to the amp through the GA-FC would be preferable.
I’d mainly use the FS-7 for bank switching and solo boosting.
Thanks!
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2022.01.23 08:47 Unique_District_9381 Is it true that most billionaires wake up exactly at 4 am? Why?

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2022.01.23 08:47 blighty800 Can everyones computer dedicate a small part of their processing power as a decentalised ISP, how?

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2022.01.23 08:47 Iconx316 Khmer Rouge was on another level

Khmer Rouge was on another level submitted by Iconx316 to memes [link] [comments]


2022.01.23 08:47 medo_SWE95 Is sabroxy any stronger than tyrosine?

I heard they can both be good against ADD (concentration/motivation), only tried tyrosine so far (1200mg daily for a few days), zero effects. Not even a placebo.. mind aswell eat empty capsules.
Is sabroxy equally as weak? Feeling dissapointed, was atleast hoping for a 5% effect
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2022.01.23 08:47 inglorious_hole Conservative Korean culture or just the show's (bad) design?

People keep parroting the conservative Korean culture point as to why things were so slow and innocent but I mean, Jella's Bed on the Beach is also Korean. And contestants were together for even fewer days. Their rules and games really spiced things up and moved things along, which was Singles Inferno's biggest failure. To some extent it's the casting too, but that's still the show's fault all the same (on the casting director's part).
It's not that Singles Inferno can't be spicier because this is as far as Korean culture will allow, but the show's producers just wanted to make something easily palatable and uncontroversial ¯_(ツ)_/¯
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2022.01.23 08:47 Main-Bird-1194 Nobody ask for it but i still did it if some future builder in minecraft would need 3 virtues now he have it (btw it was pain building it and i dont know if someone build it)

Nobody ask for it but i still did it if some future builder in minecraft would need 3 virtues now he have it (btw it was pain building it and i dont know if someone build it) submitted by Main-Bird-1194 to bioniclelego [link] [comments]


2022.01.23 08:47 Sensitive_Shame_4968 WWE 2K22 Question

I recently saw the nWo DLC or pre-order bonus. I don’t really know if it’s a pre-order bonus or DLC. If anyone knows, please let me know. I mainly want to know because I don’t really like pre-orders because my local game store has messed up so many of my pre-orders. I’m a big fan of the nWo so I really want the bonus content. If anyone knows if it’s a DLC or pre-order bonus, please tell me.
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2022.01.23 08:47 Prachu101 Where is bishop... Oh!

Where is bishop... Oh! submitted by Prachu101 to HolUp [link] [comments]


2022.01.23 08:47 Admirable-Air-750 Are Stem Cell Therapies for Covid-19 Effective?

Are Stem Cell Therapies for Covid-19 Effective? submitted by Admirable-Air-750 to transhumanism [link] [comments]


2022.01.23 08:47 Ok_Alfalfa_9658 The most important was the punt block but..."special" teams...

The most important was the punt block but... submitted by Ok_Alfalfa_9658 to nflmemes [link] [comments]


2022.01.23 08:47 Advanced_Chemicals46 ITAP of a boathouse in the fog

ITAP of a boathouse in the fog submitted by Advanced_Chemicals46 to itookapicture [link] [comments]


2022.01.23 08:47 thepioussatan PC gamers in Bangalore! Any recommendations for PC shops for building PC?

Please help a brother out - don't wanna order online, don't trust them
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2022.01.23 08:47 studylatin What makes someone a lovely person to be around?

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2022.01.23 08:47 whatanawsomeusername Mic outputting my audio (TLDR at bottom)

I recently got a PC for Christmas, but my headset wasn’t working for both audio and mic because it didn’t have two jacks.
That was fine, I got a splitter and I though everything was working ok, but my friends can hear my game/spotify audio through my mic. I’ve tried googling and watching different YT videos but none of that has worked.
I mean, it’s even outputting audio when my mic is muted. It doesn’t pick me up when I speak when it’s muted, but it picks up music and audio.
The splitter I’m 99% sure I got is from Yeung Qee off Amazon, but my dad bought it so I can’t be sure.
What’s the issue here? Am I being a dumbass and missing something, is it my headset (which I got for like 20 quid off amazon about two-ish years ago) or is it the splitter?
TLDR; My mic is outputting my game and music audio even when it’s muted. I’ve tried different methods, and I have a splitter, which is from Yeung Qee from Amazon.
submitted by whatanawsomeusername to pcmasterrace [link] [comments]


2022.01.23 08:47 Joyce999_ Oculus Quest 2 battery life is 0% for some reason?

Hello, my oculus quest 2's battery is 0%, when I plug the charger in. It doesn't work, it still stays same and never goes up to 1% to 100%. I charged my oculus quest 2 over night and it's still 0%... Anyway to fix this?
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2022.01.23 08:47 TonyChanYT How do you cope when God seemingly answers a prayer with a no?

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2022.01.23 08:47 ileftinsta In need for 11 speed Ultegra or dura Ace derailleur

A new or used Ultegra di2 derailleur 11 speed , don't mind dura ace (used ) if it's under 350 AUD.
submitted by ileftinsta to BikeShop [link] [comments]


2022.01.23 08:47 Admirable_Camp_9100 How much energy would freezing a body of water release?

This is problem I have been trying to solve for a while now. Its related to a project I'm working on but because I'm not really good at maths or physics I have bee stuck for days on it. I hope someone can help me figure this out.

Here's the scenario:
Assume that there is a lake with 10000000000L of water (10000000m3) and you want to extract 2696265536210452920J of energy from that (just to make it simpler, it is the energy equivalent of 30kg of mass derived from Einstein's e=mc2).
Lets also assume that we have the technology to do this with 100% efficiency. So all the energy that is reduced from the body of water is all available to us. And lets make a second assumption that the average temperature of this body of water is 25 degrees centigrade.

The Question is, how much will the temperature of the water drop (to what degree below zero) until all the energy required is extracted?

Thanks beforehand to everyone who helps.
submitted by Admirable_Camp_9100 to AskPhysics [link] [comments]


2022.01.23 08:47 HoaiBao0906 Negative 👍

Negative 👍 submitted by HoaiBao0906 to HoaiBao0906 [link] [comments]


2022.01.23 08:47 drippingthighs recording your gameplay for improvement - 30 or 60fps? 720 or 1080p?

when i use shadowplay to record 2min clips, its alreadyt 700gb at 1080p60fps. is it necessary to use that quality? space gets tight after a night of playing
submitted by drippingthighs to VALORANT [link] [comments]


2022.01.23 08:47 CryptoD2 The killer guide to DRIP investing — the Faucet and the magical Fountain.

Hey everyone, check out my killer guide to DRIP investing. It's a bit more elaborate, but designed for the novice. Feel free to clap, share, comment and follow me! https://cryptozoa.com/the-killer-guide-to-drip-investing-the-faucet-and-the-magical-fountain-21feab4002ca
submitted by CryptoD2 to dripnetwork [link] [comments]


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