NIOO-KNAW · @niooknaw
27 followers · 125 posts · Server social.edu.nl
New NIOO publication: Temporal modelling of long-term heavy metal concentrations in #AquaticEcosystems. #timeseriesanalysis #artificialneuralnetwork #metalconcentration
https://doi.org/10.2166/hydro.2023.151
#aquaticecosystems #timeseriesanalysis #artificialneuralnetwork #metalconcentration
Physalia-courses · @PhysaliaCourses
431 followers · 258 posts · Server mas.to
🚀 The first edition of our "Time Series Analysis and Forecasting in R" course with @nicholasclark
has just kicked off!
Ready to dive into the fascinating world of time series data 📈
#TimeSeriesAnalysis #DataScience #Rstats
#rstats #datascience #timeseriesanalysis
Steven P. Sanderson II, MPH · @stevensanderson
128 followers · 669 posts · Server mstdn.social
Minor Fixes and Improvements
Fix #436 - Modify all boilerplate fitting functions to use tune::show_best(n = 1)
instead of Inf and using dplyr::slice(1)
To learn more about healthyR.ts, visit the package website: https://www.spsanderson.com/healthyR.ts/ or the GitHub repository: https://github.com/spsanderson/healthyR.ts.
install.packages("healthyR.ts")
#data #hospital #github #r #rstats #opensource #opensourcesoftware #opensourcecommunity #timeseries #timeseriesanalysis
#timeseriesanalysis #timeseries #OpenSourceCommunity #opensourcesoftware #OpenSource #RStats #r #GitHub #Hospital #Data
Nishtha Srivastava · @nishtha_srivastava
176 followers · 56 posts · Server techhub.socialMy amazing Master student Mr. Patrick Laumann is presenting his work on volcano-seismic event classification in Hall X2 poster X2.216 today from 8.30 am onwards. Please passby and say hi. #firsttime #EGU23 #volcano #timeseriesanalysis @EuroGeosciences
#FirstTime #egu23 #volcano #timeseriesanalysis
Simon Judge · @mrprediction
0 followers · 2 posts · Server sigmoid.socialGPT Transfer Learning for Time Series Forecasting
https://mrprediction.com/gpt-transfer-learning-for-time-series-forecasting/
#timeseriesdata #machinelearning #timeseriesanalysis #ai
Simon Judge · @mrprediction
0 followers · 1 posts · Server sigmoid.socialThe most common machine learning interface is the Jupyter notebook. It’s quick and easy to set up new experiments that can be accessed locally or remotely across the Internet or Intranet. However, it’s difficult to go from experiments to production. Read about alternative interfaces for inference:
https://mrprediction.com/machine-learning-user-interfaces/
#timeseriesdata #machinelearning
#timeseriesanalysis
#timeseriesdata #machinelearning #timeseriesanalysis
CrateDB · @cratedb
65 followers · 48 posts · Server fosstodon.org
Did you miss last week's webinar?👀
Watch the recording now to start leveraging time-series data for your business success🚀👇
In this webinar, you’ll gain expert insights on time-series data analysis and learn the crucial data modeling decisions needed to implement time-series data in CrateDB 👩🏻💻
https://crate.io/resources/webinars/lp-wb-time-series-data
#crateio #cratedb #db #database #webinar #recording #livedemo #data #database #datascience #timeseries #timeseriesdata #timeseriesanalysis #dataanalysis
#crateio #cratedb #db #database #webinar #recording #livedemo #data #datascience #timeseries #timeseriesdata #timeseriesanalysis #dataanalysis
Evan Marie Carr · @EvanMarie
15 followers · 26 posts · Server sigmoid.social🔭 PROPHET: the good & the meh
My deep-dive into pushing Prophet (formerly Facebook Prophet) to its limits. Lots of great data visualization ASMR too!
https://www.evanmarie.com/prophet/
#timeseries #timeseriesanalysis #stockmarket #datavisualization #machinelearning #prophet #datascience #prediction #facebook
#TimeSeries #timeseriesanalysis #stockmarket #datavisualization #machinelearning #prophet #DataScience #prediction #facebook
Evan Marie Carr · @EvanMarie
15 followers · 25 posts · Server sigmoid.social📈 Alpha Vantage API Overview
I just put out a new article, and here it is! It is comes complete with BEAUTIFUL new Jupyter notebook stylings...because I cannot imagine why I would put so much work into something and not make it beautiful too! Am I right?
https://www.evanmarie.com/alpha_vantage/
#finance #stockmarket #timeseriesanalysis #APIs #financialdataanalysis
#finance #stockmarket #timeseriesanalysis #apis #financialdataanalysis
Steven P. Sanderson II, MPH · @stevensanderson
74 followers · 423 posts · Server mstdn.social
By looking at the median, you can quickly and easily detect whether there is an excess of events, either positive or negative, occurring over time.
This is especially good for #healthcareanalytics when viewing #excess #mortality #lengthofstay or #readmission #rates
#r #package #tidyverse #blog #blogpost #healthcare #healthcaredata #healthcareanalytics #timeseries #timeseriesanalysis
Post: https://www.spsanderson.com/steveondata/posts/rtip-2023-01-31/
#timeseriesanalysis #timeseries #healthcaredata #Healthcare #blogpost #Blog #tidyverse #package #r #rates #readmission #lengthofstay #mortality #excess #healthcareanalytics
Steven P. Sanderson II, MPH · @stevensanderson
74 followers · 423 posts · Server mstdn.social
I've recently updated the library with new functions and improvements that make analyzing and visualizing your time series data easier than ever before. From generating multiple Brownian motion simulations at once to adding random variations to your data.
#timeseriesanalysis #datascience #timeseries #tidy #r #package #blog #blogpost #functions #programming #opensourcesoftware #visualization #plotly #ggplot2 #motion #finance #stockmarket #lowcode
#LowCode #stockmarket #Finance #motion #ggplot2 #plotly #visualization #opensourcesoftware #Programming #functions #blogpost #Blog #package #r #tidy #timeseries #DataScience #timeseriesanalysis
Evan Marie Carr · @EvanMarie
14 followers · 23 posts · Server sigmoid.social💪 XGBoost Time Series Prediction
Just put out another article. This time it is an extensive look into time series prediction with XGBoost, feature engineering, lag feature creation, cross-validation, and much more! Please enjoy and share!!
https://www.evanmarie.com/xgboost_timeseries/
#timeseries #timeseriesanalysis #datascience #dataengineering #machinelearning #regression
#TimeSeries #timeseriesanalysis #DataScience #dataengineering #machinelearning #regression
Steven P. Sanderson II, MPH · @stevensanderson
74 followers · 423 posts · Server mstdn.socialGoing to update my #RStats #timeseriesanalysis #Package {healthyR.ts} this weekend. #OpenSource #RProgramming
#rprogramming #OpenSource #package #timeseriesanalysis #RStats
Steven P. Sanderson II, MPH · @stevensanderson
74 followers · 423 posts · Server mstdn.social
For a #timeseries to be stationary the process that generates the data must be constant, the mean and the variance do not change.
✅ fairly horizontal
✅ constant variance
✅ no long term predictable patterns
Post: https://www.spsanderson.com/steveondata/posts/rtip-2023-01-24/
#timeseries #timeseriesanalysis #stationarity #variance #distribution #constant #generatingprocess #datagenerating #process #random #randomprocess #finance #stockmarket
#stockmarket #Finance #randomprocess #random #process #datagenerating #generatingprocess #constant #distribution #variance #stationarity #timeseriesanalysis #timeseries
Steven P. Sanderson II, MPH · @stevensanderson
74 followers · 423 posts · Server mstdn.social
A time series is a set of data points collected at regular intervals of time. Sometimes, the data points in a time series change over time in a predictable way. This is called a stationary time series. Other times, the data points change in an unpredictable way. This is called a non-stationary time series.
Post: https://www.spsanderson.com/steveondata/posts/rtip-2023-01-23/
#timeseries #timeseriesanalysis #stationarity #dataanalytics #adf #phillipsperron #r #lists #lapply #data
#Data #lapply #lists #r #phillipsperron #adf #dataanalytics #stationarity #timeseriesanalysis #timeseries
Steven P. Sanderson II, MPH · @stevensanderson
52 followers · 323 posts · Server mstdn.social
This will be inside of the upcoming release for my #r #package {healthyR.ts}
Post: https://www.spsanderson.com/steveondata/posts/rtip-2023-01-18/
#r #timeseries #timeseriesanalysis #geometric #brownian #motion #finance #options #stochastic #process #stockmarket #randomization #paths #healthcareanalytics #lengthofstay #future #investment #markets #riskmanagement
#riskmanagement #markets #investment #future #lengthofstay #healthcareanalytics #paths #randomization #stockmarket #process #stochastic #options #Finance #motion #Brownian #geometric #timeseriesanalysis #timeseries #package #r
Steven P. Sanderson II, MPH · @stevensanderson
52 followers · 323 posts · Server mstdn.social
This will be coming out in the next release along with the 49x speed up to the brownian motion compared to it's current state, a geometric brownian motion and augment as well.
Post: https://lnkd.in/eh9Fpedx
#data #timeseries #timeseriesanalysis #finance #stockmarket #brownianmotion #dynamics #randomization #forecast #generateddata #generatingfunction #prediction #tidy #analysis #RStats #OpenSource
#OpenSource #RStats #analysis #tidy #prediction #generatingfunction #generateddata #forecast #randomization #dynamics #BrownianMotion #stockmarket #Finance #timeseriesanalysis #timeseries #Data
Steven P. Sanderson II, MPH · @stevensanderson
49 followers · 297 posts · Server mstdn.social
I have released a new version of my #r #package {healthyR.ts}
This is to include the new function ts_brownian_motion(), it also fixes a documentation error for the scedacity plot function.
Post: https://www.spsanderson.com/steveondata/posts/rtip-2023-01-09/
#timeseries #timeseriesanalysis #brownianmotion #dynamics #physics #RStats #OpenSource
See attached!
#OpenSource #RStats #Physics #dynamics #BrownianMotion #timeseriesanalysis #timeseries #package #r
Steven P. Sanderson II, MPH · @stevensanderson
49 followers · 297 posts · Server mstdn.social
"Brownian motion, also known as the random motion of particles suspended in a fluid, is a phenomenon that was first described by Scottish botanist Robert Brown in 1827. It occurs when a particle is subjected to a series of random collisions with the molecules in the fluid."
Post: https://www.spsanderson.com/steveondata/posts/weekly-rtip-2023-01-06/
#timeseries #timeseriesanalysis #r #random #brownianmotion #brownian #motion #dynamics #physics #finance #quant
#quant #Finance #Physics #dynamics #motion #Brownian #BrownianMotion #random #r #timeseriesanalysis #timeseries
Steven P. Sanderson II, MPH · @stevensanderson
45 followers · 257 posts · Server mstdn.social
You can now do time series event analysis with my #r #pacakge {healthyR.ts}
Original Post: https://www.spsanderson.com/steveondata/posts/weekly-rtip-healthyrts-2022-12-30/
#timeseriesanalysis #timeseries #rprogramming #RStats #pacakge #r