#python #forecasting #airline #passengers #statistics
#technology #algorithm
#risk #management
Univariate Time Series Forecasting with MOGPTK
Uncertainty Estimation in Multi-Output Gaussian Processes (MOGP) with Variational Inference
#exploremore 👇
https://medium.com/python-in-plain-english/univariate-time-series-forecasting-with-mogptk-a2d61b44d6f8?sk=18d89ddab7645a07e6afa5159766fcce
End-of-Year Threat Intelligence Sightings Forecast
This report presents an analysis of Threat Intelligence (TI) Sightings aggregated from several key data sources, including social platforms, code repositories, and specialized TI feeds. The primary objective is to visually track historical trends per source and provide a short-term adaptive forecast for a defined period (in days).
#opensource #vulnerability #forecasting #research #sarimax #gcve #cti #thre
atintel ks to @cedric for the continuous work and research on the topic.
https://www.vulnerability-lookup.org/2025/12/02/end-of-year-threat-intelligence-sightings-forecast/
We have implemented #TimeSeries #SeasonalDecomposition using STL and MSTL. :boost_love:
@labplot@lemmy.kde.social
@opensource
➡️ #STL breaks down data into trend, single #seasonality, and noise.
➡️ #MSTL extends this to extract multiple seasonal patterns iteratively. These methods improve analysis and #forecasting for complex seasonal data.
▶️ https://invent.kde.org/education/labplot/-/merge_requests/784
#GSOC #OpenSource #FOSS
#FLOSS #KDE #DataAnalysis #DataViz #TimeSeries #Science #Business #Research #Finance #Tech
Prediction Of Cryptocurrency Prices Using LSTM, SVM And Polynomial Regre... https://youtu.be/ElBgDXy4nBw?si=PccGzt2RHB_MZWX- via @YouTube #svm #lstm #forecasting #polynomialregression #cryptocurrency #supportvectormachine
https://www.youtube.com/watch?v=ElBgDXy4nBw&utm_source=flipboard&utm_medium=activitypub
Posted into NOSABLOGGISTA @nosabloggista-OluOyekanmi
Thoroughly interesting. Disregard the focus on #forecasting for investment purposes. That’s important, certainly, but the ideas here apply to #technology, #climate change, #geopolitics, social and political change, and especially to personal and career developments.
https://www.oaktreecapital.com/insights/memo/the-illusion-of-knowledge
Groundwater Level Forecasting In Response To Climate Change Scenarios In Southwestern Saskatchewan Using Wavelet Decomposition And Artificial Neural Networks
--
https://doi.org/10.1016/j.gsd.2025.101550 <-- shared paper
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#climatechange #machinelearning #artificialneuralnetworks #sustainablegroundwatermanagement #waveletdecomposition #water #hydrology #groundwater #extremeweather #drought #rainfall #precipitation #AI #forecast #waterresources #pumping #extraction #network #historicaldata #model #modeling #ANN #groundwaterlevel #forecasting #recharge #saskatchewan #canada #watermanagement #strategy #aquifer #GWLs #wells #modelresults #results #sustainability #climate
Stratospheric Warming Watch: Polar Vortex Collapse has begun, with cold air and snowfall impacts expected
https://www.severe-weather.eu/global-weather/stratospheric-warming-watch-polar-vortex-collapse-cold-snow-impacts-coming-for-united-states-canada-europe-fa/
(This is a really good explainer on how stratospheric warming drives arctic outbreaks at the surface)
#weather #forecasting
#Google's #WeatherNext2: Our most advanced #weather #forecasting model
#AI model delivers more efficient, more accurate and higher-resolution global weather predictions
WeatherNext2 can generate forecasts 8x faster and with resolution up to 1hr. This breakthrough is enabled by a new model can provide hundreds of possible scenarios. Using this technology, support weather agencies in making decisions based on a range of scenarios through our experimental cyclone predictions
https://blog.google/technology/google-deepmind/weathernext-2/
Peer Watch 👀
Hermès stands out as structurally expensive, while H&M looks comfortably valued on PEG.
But valuation alone isn’t a verdict!
#Validation and #forecasting will tell us which companies truly stand up to deeper analysis.
(4/5)
The potential collapse of the AMOC is shifting from theory to real climate risk. Iceland now treats it as a national security threat. For data and climate analytics, it’s a call to improve forecasting, scenario modeling, and risk intelligence. Climate is the ultimate data challenge.
#AMOC #Climate #Data #DataScience #Iceland #ClimateCollapse #GlobalWarming #forecasting
https://cleantechnica.com/2025/11/13/iceland-warns-slower-amoc-is-a-security-threat-to-the-nation/
Weather AI: Google DeepMind Unveils WeatherNext 2, a Faster and More Accurate Forecasting Model
#AI #Weather #Forecasting #Google #DeepMind #WeatherNext2 #Meteorology #MachineLearning #Tech #Science #Alphabet
Segregation and inequity in risk of exposure interacted to make a bad #pandemic terrible [1]. There's a veneer of complexity around social mechanism that often exclude them from pandemic #forecasting and scenario planning... but it turns out to be pretty simple to show that if there's a group of people on the front lines of exposure to infection, and especially if they are socially segregated, things will not go well for them:
https://www.sciencedirect.com/science/article/pii/S1047279725003308
[1] https://academic.oup.com/ofid/article/12/1/ofae636/7931874
San Francisco Chronicle: California’s rule book on El Niño and La Niña is broken
By Greg Porter, Senior Newsroom Meteorologist
(paywall)
https://www.sfchronicle.com/weather/article/la-nina-el-nino-california-21127741.php
Ultimate Guide to Revenue Intelligence Tools: 12 Best Platforms Compared (2025)
Compare the top 12 revenue intelligence platforms for 2025. Expert analysis of Gong, Clari, People.ai, and 9 more tools with pricing, features, and real-world ROI data from 300+ companies.
https://optif.ai/media/articles/revenue-intelligence-tools-guide-2025
📈 Forecasting with regression models #LatinR2025
Learn prediction techniques with linear regression models using #RStats
With Rami Krispin
📅 1 Dic, 14:00–15:30 (UTC-3) – Online
💵 Student USD 5 · Academic USD 10 · Industry USD 15
🔗https://www.eventbrite.cl/e/forecasting-with-regression-models-tickets-1955640717029
Has anyone tried AI pattern recognition on weather forecasting? If, for example, the last 10 days' weather in a particular location is a close match for a previous 10 day spell recorded at the same location will day 11 turn out the same? #AI #weather #Forecasting #probability
Impressive. But needs a string of consistent correct forecasts.
#Weather #Forecasting #AI https://www.nature.com/articles/d41586-025-03539-x
And so we're at that point again where we play the "should I buy heating oil now or will the price drop over the next month" game..
Japan’s 2025/26 winter forecast looks exciting, but should you base your plans on it?
The Japan Meteorological Agency (JMA) has released its long-range outlook for the 2025–26 winter (December–February), giving snow-watchers their first official glimpse of what’s ahead. And while there are early signs of another strong s…
#Japan #JP #Hokkaido #forecasting #HokkaidoNews #news #北海道
https://www.alojapan.com/1401369/japans-2025-26-winter-forecast-looks-exciting-but-should-you-base-your-plans-on-it/
