#stochastic — Public Fediverse posts

This is ripe for a Trump pardon, isn't it? Or did the company fail to pay regular kickbacks to the Kremlin's remote operation out of the White House? OMG! Horrors! Did the Kremlin stop payments to the Don? 😱

#Russia #war #Stochastic #Trump

https://mastodon.social/@campuscodi/117322698202534515

Прибыльная стратегия с Stochastic? Проверка торговых стратегий. День 3

Я проверил трейдинг стратегию на основе индикатора stochastic на 6 финансовых инструментах и получил следующие результаты… Узнать результаты

https://habr.com/ru/articles/1081446/

#rsi #stochastic #trading #трейдинг #трейдинг_системы #трейдинг_стратегии

https://www.fogolf.com/1360843/bmw-championship-2026-pga-dfs-picks-strategy-best-draftkings-golf-lineups/ BMW Championship 2026 PGA DFS Picks & Strategy | Best DraftKings Golf Lineups #Awesemo #awesomo #BMW #championship #DailyFantasy #DailyFantasySports #dfs #DfsPicks #DraftKings #Golf #GolfSkills #GolfSkillsVideos #GolfSkillsVlog #GolfSkillsYouTube #GolfStrategies #GolfStrategiesVideos #GolfStrategiesVlog #GolfStrategiesYouTube #GolfTactics #GolfTacticsVideos #GolfTacticsVlog #GolfTacticsYouTube #Lineups #pga #Picks #stochastic #stokastik #Strategy

Unraveling The Drivers Of Water Shortage Across Spatial Scales And Sectors In Colorado's West Slope River Basins
--
https://doi.org/10.1029/2026EF008137 <-- shared paper
--
['sorry' about your Kentucky Bluegrass, almonds, etc... /s]
H/T Sai Veena Sunkara | Postdoctoral Associate
“…Colorado’s West Slope basins provide nearly 70% of the inflows to Lake Powell and are also essential to communities, agriculture, industry, hydropower, and downstream Colorado River users.
To examine the wide range of possible futures, [they] simulated 2.1 million years, defining 20,000 plausible scenarios applying changes to streamflow, snowmelt timing, drought persistence, and agricultural, municipal, and industrial water demand.
A key finding is that there is 𝗻𝗼 𝘀𝗶𝗻𝗴𝗹𝗲 𝗰𝗮𝘂𝘀𝗲 𝗼𝗳 𝗳𝘂𝘁𝘂𝗿𝗲 𝘄𝗮𝘁𝗲𝗿 𝘀𝗵𝗼𝗿𝘁𝗮𝗴𝗲𝘀. The most influential drivers vary by basin, sector, and water user. In some areas, shortages are driven primarily by persistent low-flow conditions or changing snowmelt timing. In others, increasing municipal, industrial, or irrigation demand plays a larger role. This suggests that adaptation strategies must be tailored to specific basins and users rather than relying on a single, system-wide solution. Other major findings are
• West Slope deliveries to Lake Powell could fall more than 50% below the current median baseline
• Storage in major West Slope reservoirs could decline 40–55% below historical medians
These results underscore the need for water-planning approaches that account for deep uncertainty, persistent drought, shifting snowmelt patterns, and sector-specific demand…”
#Colorado #waterallocation #StateMod #USWest #USA #WesternSlope #waterresources #watersecurity #watershortage #drought #snowmelt #rainfall #precipitation #riverbasin #water #hydrography #hydrology #reasons #agriculture #industry #hydropower #streamflow #surfacewater #municipal #irrigation #adaptationstrategies #planning #policy #mitigation #ColoradoRiver #basins #climatechange #extremeweather #populationpressure #waterdemand #waterrights #model #modeling #HiddenMarkovModel #stochastic #projecteddemand #ColoradoRiverBasin #wateruse #spatial #mapping #spatialanalysis #spatiotemporal #strategy

Mean doesn't mean much unless accompanied with a standard deviation

#stochastic #showerthoughts

Emily Bender Sets the Record Straight on "Stochastic Parrots"

https://spectrum.ieee.org/stochastic-parrot

Comments: https://news.ycombinator.com/item?id=48805401

#HackerNews #Emily #Bender #Stochastic #Parrots #AI #Ethics #LanguageModel

Estratégia de Negociação com CCI, StLregr e FTLM-STLM#MT4MT5eEA #AnáliseTécnica #CCI #EstratégiadeNegociação #Forex #FTLMSTLM #impulso #MACDFID #regressãodecanal #RSI #StLregr #Stochastic #Tendência A estratégia de negociação com indicadores CCI, StLregr, FTLM-STLM, RSI, Stochastic e MACD-FID combina vários elementos de análise técnica para identificar tendências, momentos de entrada e saída, e reduzir riscos. ...
https://acryptoaday.com/estrategia-negociacao-cci-stlregr-ftlm-stlm/?fsp_sid=39273

https://arstechnica.com/science/2026/05/preprint-server-arxiv-will-ban-submitters-of-ai-generated-hallucinations/
#arxiv #llm #stochastic #parrots #science #research

#CARTOONS #BAND semantic-search.allgraph.ro/advanced-sea... #STOCHASTIC #RESONANCE #SENSORY #NEUROBIOLOGY chatgpt.com?prompt=Analy... www.paypal.com/donate?busin...

MultiSearch Tag Explorer

#python #technology #algorithmictrading #code #programming
#datascience #simulation #statistics #stochastic
#volatility #trading #realtime
#stockmarket
Volatility Clustering in an Intraday Multi-Asset Universe Using Merton–Hawkes Jump-Diffusion Simulations in Python

Combining return bootstrapping with self-exciting jump dynamics across stocks, ETFs, indices, and BTC for market microstructure analysis and Monte Carlo scenario testing

#exploremore 👇

https://medium.com/@alexzap922/volatility-clustering-in-an-intraday-multi-asset-universe-using-merton-hawkes-jump-diffusion-475926069191?sk=076aec351e9c1f950ff950f36d52ff6c

Metatrader 5 Indicators | Stochastic Fan | MQL5 Release

New free code from MQL5: indicators, EAs, and scripts for traders. A fan of Stochastic indicators, the period of which is defined by one of four types of progressions. arithmetic g

https://mql.robotfx.org/2026/04/metatrader-5-indicators-stochastic-fan.html

#Metatrader #Indicators #Stochastic #Robotfx

Strategy Simplification: Mengurangi Indikator untuk Hasil Trading yang Lebih Stabil

#Tradingan - #Strategy Simplification: Mengurangi Indikator untuk Hasil Trading yang Lebih Stabil - Dalam dunia #trading modern, sangat mudah menemukan trader yang menggunakan terlalu banyak indikator dalam satu #chart. #Moving Average, #RSI, #MACD, #Stochastic, #Bollinger Bands, dan berbagai oscillator lain sering kali dipasang bersamaan dengan harapan bisa mendapatkan sinyal yang…

https://tradingan.com/strategy-simplification-mengurangi-indikator-untuk-hasil-trading-yang-lebih-stabil

Donald Trump hat HateAid, eine deutsche NGO, die Menschen hilft, die Hassbotschaften im Internet erleiden, mit Sanktionen belegt. Unterstützt Hate Aid: Hier der link:
https://hateaid.org/
Das ganze Interview ab Freitag auf:
https://audio-archiv.podbean.com/
#audioarchive #hateaid #stochastic #ngo

Donald Trump hat HateAid, eine deutsche NGO, die Menschen hilft, die Hassbotschaften im Internet erleiden, mit Sanktionen belegt. Unterstützt Hate Aid: Hier der link:
https://hateaid.org/
Das ganze Interview ab Freitag auf:
https://audio-archiv.podbean.com/
#audioarchive #hateaid #stochastic #ngo

Donald Trump hat HateAid, eine deutsche NGO, die Menschen hilft, die Hassbotschaften im Internet erleiden, mit Sanktionen belegt. Unterstützt Hate Aid: Hier der link:
https://hateaid.org/
Das ganze Interview ab Freitag auf:
https://audio-archiv.podbean.com/
#audioarchive #hateaid #stochastic #ngo

Geologically-Driven Migration of Landmines and Explosive Remnants of War - A Feature Focusing on the Western Balkans
-
https://doi.org/10.3390/geosciences13060178 <-- shared 2023 paper
--
https://www.kpbs.org/news/2014/05/20/balkan-floods-expose-deadly-mines-from-1990s <-- shared 2014 media example
--
[mechanics/process I know I (fortunately) don’t consider - but fascinating!]
#landmine #unexplodedordnance #explosiveordnance #abandonedexplosiveordnance #IED #improvisedexplosivedevice #military #minefield #war #publicsafety #flood #flooding #landslide #WesternBalkans #balkans #Bosnia #Herzegovina #Serbia #Croatia #stochastic #deterministic #model #modeling #war #battlefield #ordanance #injury #fatality #massmovement #landsurface #processes #engineeringgeology #geology #geology #soil #debrisflow #water #hydrology #risk #hazard #hydromorphology #morphology #geomorphometry #spatialanalysis #GIS #spatial #mapping #riskmapping #fieldsurvey #spatiotemporal #research #hazardmap #planning #polict #landuse #emergency #publichealth #riskmanagement

This ebook introduces the fundamental elements of #stochastic processes, covering basic concepts, core knowledge, and essential methods.
=> 7 chapters including: foundations of probability, concepts of stochastic processes, Poisson processes, discrete-time Markov chains, continuous-time Markov chains, simple Markovian queueing models, and stationary processes. Each chapter features figures, examples, exercises,...
More info : https://buff.ly/4lDcebv

we may have just #witnessed the #worlds first #stochastic #suicide

`His initial intended uses were for linguistic analysis and other mathematical subjects like card shuffling, but both Markov chains and matrices rapidly found use in other fields.`

https://en.wikipedia.org/wiki/Stochastic_matrix#History

#AndreyMarkov #Markov #MarkovChain #MarkovModel #statistics #stochastic #stochasticProcess #randomWalk #statisticalPhysics #physics #inference #distribution #equilibrium #transitionRate #transitionMatrix #MarkovMatrix #stochasticMatrix #linearAlgebra #differentialEquation #equation

'On Adaptive Stochastic Optimization for Streaming Data: A Newton's Method with O(dN) Operations', by Antoine Godichon-Baggioni, Nicklas Werge.

http://jmlr.org/papers/v26/23-1565.html

#streaming #stochastic #optimization

Reading Material With Lunch, Etc – Getting Back To My Roots
--
https://doi.org/10.4324/9780429270284 | Thornes, J. B., Brunsden, D. (1977). Geomorphology and time. London: Methuen
--
I saw this book on another post - and so went and found a copy at a 2nd hand book shop…
Looking forward to lunches at work with a cup of tea and maybe a couple of rainy Sundays at home…
--
#geomorphology #text #book #landforms #learning #refamiliarisation #readingforpleasure #framework #model #processes #geology #water #hydrology #weather #climate #erosion #time #spatialanalysis #spatiotemporal #temporal #qualitative #quantitative #change #stochastic #evolution

Nabeel et al. present a method to derive models of theoretical ecology from stochastic time series data. This data-driven method may help empirical tests of ecological theories and to discover unknown principles. Read now ahead of print!
https://www.journals.uchicago.edu/doi/10.1086/734083

#theoreticalEcology #ecology #stochastic #theory

@kevinrns

Ah, right. I suspect the Felon-in-Chief's stochastic terrorism is responsible for that. Public figures don't want the abuse-and-threats firehose turned on them.

#FelonInChief #stochastic #terrorism #StochasticTerrorism #abuse #threat

Okay, terrible, sure, but if we save all that text I'm pretty sure we can predict the future, but only if our hearts are pure. #Microsoft is fighting a fierce battle behind the scenes against the spirit of Prophecy, which has just won a major victory.

Of course, like channelers of prognostication in ancient Greece, Microsoft is also mentally ill to the point of losing contact with all external reality. Such is the case with oracles 🤷

#ConspiracyTheory #prophecy #random #stochastic

📸 PORTRAIT / Stochastic Analysis in the Sciences — Mathematiker Benjamin Gess erforscht an der TU Berlin, wie zufällige Schwankungen komplexe Systeme beeinflussen und dabei Klima, Technik oder Wirtschaft verändern können. #Assignment #Portrait #Mathematics #DataScience #AI #Stochastic #TU_Berlin

'The ODE Method for Stochastic Approximation and Reinforcement Learning with Markovian Noise', by Shuze Daniel Liu, Shuhang Chen, Shangtong Zhang.

http://jmlr.org/papers/v26/24-0100.html

#stochastic #stochastically #martingale

MAGA Musk Matrix https://freedomnews.org.uk/2025/02/28/the-matrix-re-edited/

Farcebooked
https://www.inc.com/jeff-haden/research-reveals-how-many-likes-it-takes-for-facebook-to-know-you-better-than-your-spouse.html

https://en.wikipedia.org/wiki/Inverted_totalitarianism

#ai
#algorithm #Capitalism #dystopia #enshittification #Meta #Panopticon #Stochastic #Totalitarianism

Introduction to Stochastic Calculus — https://jiha-kim.github.io/posts/introduction-to-stochastic-calculus/
#HackerNews #Introduction #to #Stochastic #Calculus #StochasticCalculus #MathFinance #DataScience #Learning

'Random ReLU Neural Networks as Non-Gaussian Processes', by Rahul Parhi, Pakshal Bohra, Ayoub El Biari, Mehrsa Pourya, Michael Unser.

http://jmlr.org/papers/v26/24-0737.html

#stochastic #autocovariance #gaussian

'Deep Backward and Galerkin Methods for the Finite State Master Equation', by Asaf Cohen, Mathieu Laurière, Ethan Zell.

http://jmlr.org/papers/v25/24-0215.html

#galerkin #stochastic #games

shit got serious.

https://ubuweb.com/

#ubuweb #poetry #aleatoric #transgressive #stochastic #queer #futureinthepast

odd person – ▲▲▲▲▲
#Electronic #dub #electroacoustic #exotica #experimental #hiphop #improvisation #microtonal #newage #psychedelic #stochastic #systemsmusic #techno #StAugustine
CC BY-NC-SA (#CreativeCommons Attribution Non Commercial Share Alike) #ccmusic
https://povertyelectronics.bandcamp.com/album/-

'Fisher information dissipation for time-inhomogeneous stochastic differential equations', by Qi Feng, Xinzhe Zuo, Wuchen Li.

http://jmlr.org/papers/v25/24-0206.html

#langevin #stochastic #lyapunov

'Optimizing Noise for f-Differential Privacy via Anti-Concentration and Stochastic Dominance', by Jordan Awan, Aishwarya Ramasethu.

http://jmlr.org/papers/v25/23-1624.html

#privacy #stochastically #stochastic

#Coalescence

#Stochastic concept #album based on the #overtone series.

I hope you will enjoy!

https://elijax.bandcamp.com/album/coalescence

@electronicmusic

#Sunday #electronic #music #synth #original #fedimusic #mastomusic #producer #composer #Italy #contemporary #experimentalmusic

Stochastic thermodynamics:
#stochastic #thermodynamics #computing #energy #informationprocessing
♨️

https://phys.org/news/2024-10-stochastic-thermodynamics-key-energy.html

'Compressed and distributed least-squares regression: convergence rates with applications to federated learning', by Constantin Philippenko, Aymeric Dieuleveut.

http://jmlr.org/papers/v25/23-1040.html

#stochastic #randomizing #compression

They're not suing for monetary damages. They're suing to make the state put them both in jail, the only thing that will stop them. The two continue to act criminally regarding the innocent immigrants they attack without base or factual claim.
#Haitian #NonProfit #sues #state to #arrest #Trump & #Vance for #aggravated #menace #telecommunications #harassment #false #alarms #disrupting #public #service #demonize #harass #stochastic #terrorism #jail #candidate #VicePresident https://www.news5cleveland.com/news/local-news/haitian-nonprofit-in-springfield-files-criminal-charges-against-donald-trump-jd-vance

#aquatic #stochastic #algorithmic #music

A #concept #album made by #chance #operations and #harmonic #series

#Elijax #newmusic #EP #musicrelease #BrianEno #indiemusic #experimental #electronica #beat #atmospheric #melancholic #bandcamp #spotify #musiclover #musicdiscovery #BandcampFriday #AlternativeMusic #ElectronicMusic #IndiePop #Synthpop #fedimusic #creativetoots #Fediverse #fedimusic #electronicmusic

https://elijax.bandcamp.com/album/coalescence

#aquatics #aqua #coalescence

Understanding stochastic processes is important for many fields (e.g., statistical physics, mathematical finance, generative AI), and a filtration is a foundational concept. This can be a pretty confusing concept (it certainly was for me), so I’d like to share a concrete example to help with the intuition:👇

https://freeenergy.blog/2024/FiltrationIntuition.html

#math #probability #stochastic

#python #programming #tech #technology #stocks #nvidia #apple #amazon #meta
#return #riskmanagement #volatility #stochastic
Monte Carlo Portfolio Optimization of 4 Major tech stocks: max Sharpe Ratio vs min Volatility Portfolios in the Returns - standard deviation plane.

#exploremore 👇
Portfolio Optimization of 4 Major Techs: Markowitz, Sharpe, VaR & CAPM
https://medium.com/@alexzap922/portfolio-optimization-of-4-major-techs-markowitz-sharpe-var-capm-7a327bd3872d

New this week

#adjacentwave #algorithmic #altrock #ambient #avant #c86 #childrensmusic #chillvibe #coldwave #country #dark #darkambient #darkwave #electronic #electronicorchestral #experimental #experimentalelectronic #folk #fusionjazz #generative #generativemusic #progpop #progressivemetal #progressiverock #rootsmusic #rootsrock #shoegaze #singersongwriter #stochastic #synthpop #trap #worldmusic #bandcampcodes #yumcodes #bandcamp #music

https://buff.ly/48cHSKi

Michel Talagrand took home the 2024 #Abel #Prize for his work on stochastic systems, randomness and a proof of a physics reaction that many experts thought was unsolvable

#Talagrand’s work focuses on #stochastic #systems, which model random variables within a given time and space.

Over years of work, he came to make sense of such systems, using mathematical inequalities, to better characterize the limits of their variability.

Where to safely build a house along a rushing waterway, or how to anticipate the growth of a bacterial population, for example, are problems with solutions that may be closely predicted using Talagrand’s methods.

The water level in a river may be random, but the mathematician’s work can discern its likely maximum level, which would advise where to construct buildings to avoid flooding, writes the New York Times’ Kenneth Chang.

Essentially, his inequalities, which convert complex systems into geometrical terms, create precise estimates.

They offer new tools for study and applications in other fields, including physics, chemistry, communications and ecology.

“There are papers posted maybe on a daily basis where the punchline is ‘now we use Talagrand’s inequalities,’” Assaf Naor, a mathematician at Princeton University, tells Nature News.

The Abel committee also commended another element of Talagrand’s work, which shows that even random systems have an element of predictability.

For example, flipping a coin 1,000 times will predictably yield close to 500 heads and 500 tails. The same thought process can be applied to travel routes, and Talagrand’s principles provide convincing proof.

“It’s like a piece of art,” Helge Holden, a mathematician at the Norwegian University of Science and Technology and the Abel committee chair, tells Nature News.

“The magic here is to find a good estimate, not just a rough estimate.”

Talagrand also earned recognition for providing a proof for a physics problem that many scientists thought could never be explained by pure mathematics. Giorgio Parisi shared the 2021 Nobel Prize in Physics for his 1979 work in predicting spin glasses, which describe the states and random behaviors of condensed magnetic atoms.

After five years of effort, Talagrand—and, separately, Italian physicist Francesco Guerra—provided the mathematical basis for Parisi’s work in the early 2000s.

“It’s one thing to believe that the conjecture is correct, but it’s another to prove it, and my belief was that it was a problem so difficult it could not be proved,” Parisi tells New Scientist’s Alex Wilkins.
https://www.smithsonianmag.com/smart-news/mathematician-who-made-sense-of-the-universes-randomness-wins-maths-top-prize-180984020/

"But can one consider a society normal if it is penetrated fully with the idea of #violence, a society where terror is a phenomenon of daily life?"

- Soviet #Pravda newspaper, just after the attempt on Ronald #Reagan's life

(published April 2, 1981)

#gunviolence #nra #Trump #stochastic #terror

Free download codes:

Bohdan Stupak - timbres

"Experimenting with the nature of timbre"

#noise #ambient #generative #microtonal #stochastic #algorithmic #experimental #darkambient #generativemusic #experimentalelectronic #bandcampcodes #yumcodes #bandcamp #music

https://www.getmusic.fm/r/bohdan-stupak-timbres?utm_campaign=new&utm_source=mastodon