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PyMC Developers
เข้าร่วมเมื่อ 10 ต.ค. 2020
PyMC is a probabilistic programming library for Python that allows users to fit Bayesian models using a variety of numerical methods, most notably Markov chain Monte Carlo (MCMC) and variational inference (VI). Its flexibility and extensibility make it applicable to a large suite of problems. Along with core model specification and fitting functionality, PyMC integrates with ArviZ for exploratory analysis of the results.
PyMCon Web Series - Enabling Uncertainty Quantification - Q&A | Anne Reinarz & Linus Seelinger
Welcome to the Q&A video for "Enabling Uncertainty Quantification"! For deeper understanding of this topic, we highly recommend watching the talk by Anne Reinarz & Linus: 👉 th-cam.com/play/PLD1x-BW9UdeHuoqTjioww_yoji9qTcPfE.html
In this Q&A session, Anne & Linus addresses various questions related to the topic providing further insights and clarifications.
For more detailed information
🔗 Visit the Discourse post: discourse.pymc.io/t/13583
🌐 Explore the official website: pymcon.com
📢 PyMCon is a community conference that shares the latest in statistical practices, tricks, and tips. Submit your proposal for the PyMCon Web Series CFP and be part of this exciting community. Submit your proposal here: pymcon.com/cfp/
📧 Join the PyMCon mailing list to stay up-to-date on the latest news, insights, and announcements. 🔗 Join the mailing list here: dashboard.mailerlite.com/forms/241188/73241617305175542/share
🤝 Connect with us on Discourse and Meetup and be part of a vibrant community of statisticians, data analysts, and enthusiasts.
🔗 Discourse: discourse.pymc.io
🔗 Meetup: www.meetup.com/pymc-online-meetup
#PyMConWebSeries #ProbabilisticProgramming #pymc #datascience #ai #machinelearning #programming #datascientist #developer
In this Q&A session, Anne & Linus addresses various questions related to the topic providing further insights and clarifications.
For more detailed information
🔗 Visit the Discourse post: discourse.pymc.io/t/13583
🌐 Explore the official website: pymcon.com
📢 PyMCon is a community conference that shares the latest in statistical practices, tricks, and tips. Submit your proposal for the PyMCon Web Series CFP and be part of this exciting community. Submit your proposal here: pymcon.com/cfp/
📧 Join the PyMCon mailing list to stay up-to-date on the latest news, insights, and announcements. 🔗 Join the mailing list here: dashboard.mailerlite.com/forms/241188/73241617305175542/share
🤝 Connect with us on Discourse and Meetup and be part of a vibrant community of statisticians, data analysts, and enthusiasts.
🔗 Discourse: discourse.pymc.io
🔗 Meetup: www.meetup.com/pymc-online-meetup
#PyMConWebSeries #ProbabilisticProgramming #pymc #datascience #ai #machinelearning #programming #datascientist #developer
มุมมอง: 324
วีดีโอ
PyMCon Web Series - Enabling Uncertainty Quantification | Anne Reinarz & Linus Seelinger | Tutorial
มุมมอง 4929 หลายเดือนก่อน
We highly recommend following along with the tutorial on UM-Bridge docs: um-bridge-benchmarks.readthedocs.io/en/docs/tutorial.html Treating uncertainties is essential in the design of safe aircraft, medical decision making, and many other fields. UM-Bridge enables straightforward uncertainty quantification (UQ) on advanced models by removing technical barriers. Complex numerical models often co...
PyMCon Web Series - Introduction to Uncertainty Quantification (UQ) and UM-Bridge | Linus Seelinger
มุมมอง 4959 หลายเดือนก่อน
Ever wondered about the challenges of predicting hurricanes or making model-based inferences with uncertain data? The main challenge lies in combining advanced numerical simulation with Uncertainty Quantification (UQ) methods and high-performance computing systems, such as supercomputing and cloud computing. In this video Linus discusses why we need UQ, the problems it poses, and how they built...
PyMCon Web Series - Anne Reinarz & Linus Seelinger
มุมมอง 18510 หลายเดือนก่อน
🔥 Welcome to the 13th and 1st PyMCon Web Series event of 2024! Meet Assistant Professor Anne Reinarz from Durham University and Postdoctoral Researcher Linus Seelinger from the Karlsruhe Institute of Technology. In this PyMCon speakers' interview video, they share their unexpected journeys into Uncertainty Quantification and High-Performance computing. Discover how their passion for numerical s...
PyMCon Web Series - Missing Value Imputation with Item Response Theory - Q&A | Allen & Ricardo
มุมมอง 15710 หลายเดือนก่อน
Welcome to the Q&A video for "Missing Value Imputation with Item Response Theory"! If you're looking to gain a deeper understanding of this topic, we highly recommend watching the talk by Allen Downey and Ricardo Vieira: 👉 th-cam.com/video/uyznG61myy0/w-d-xo.html In this Q&A session, Allen & Ricardo addresses various questions related to "Missing Value Imputation with Item Response Theory" prov...
PyMCon Web Series -Missing Value Imputation with Item Response Theory -Allen Downey & Ricardo Vieira
มุมมอง 59111 หลายเดือนก่อน
🎙️ Welcome to the Asynchronous talk on "Missing Value Imputation with Item Response Theory" by Allen Downey and Ricardo Vieira. 📅 The live Q&A session with Allen Downey and Ricardo Vieira is set for December 15th. Don't miss the chance to have your questions answered by these experts. For more details and lively discussions, check out the Links below: 📝 Slides: tinyurl.com/bbo1123 👉 Discourse P...
PyMCon Web Series - Meet Allen Downey & Ricardo Vieira
มุมมอง 13311 หลายเดือนก่อน
🎙️ Welcome to another interview with Allen Downey and Ricardo Vieira in this PyMCon Web Series Event! 📽️ Following this interview, watch the asynchronous talk on "Missing Value Imputation with Item Response Theory" by Allen Downey and Ricardo Vieira. 📺 th-cam.com/video/uyznG61myy0/w-d-xo.html 📅 The live Q&A session with Allen Downey and Ricardo Vieira is set for December 15th. Don't miss the ch...
PyMCon Web Series - The Only Constant is Change: Bespoke Changepoint Modelling in PyMC | Abuzar
มุมมอง 26511 หลายเดือนก่อน
🌟 Welcome to another Event of the PyMCon Web Series🚀🌟 Dynamic data are all around us. Changepoint models allow us to know when changes happen in these data and what they look like. Probabilistic modelling allows us to elegantly build customizable changepoint models for different data types, as well as provide us with uncertainty estimates for the position and magnitude of the change (both indis...
PyMCon Web Series - Bespoke Changepoint Modelling in PyMC - Model Walkthroughs by Abuzar Mahmood
มุมมอง 48511 หลายเดือนก่อน
Welcome to our detailed walkthrough of changepoint modelling in PyMC, presented by Abuzar Mahmood. This video is a part of our upcoming live event, "The Only Constant is Change: Bespoke Changepoint Modelling in PyMC," and is designed to give you a head-start in understanding and applying changepoint models to multivariate data. 🔍 In this video, you will find: - Step-by-Step Walkthroughs: Abuzar...
PyMCon Web Series - Meet Dr. Abuzar Mahmood
มุมมอง 110ปีที่แล้ว
Welcome to another event of the PyMCon web series with Dr. Abuzar Mahmood, who earned his PhD in Neuroscience from Brandeis University. In this PyMCon interview, Abuzar shares his expertise in analyzing the brain's response to taste through electrical signals. Discover how he applies advanced probabilistic modeling techniques, such as changepoint models and hidden Markov models, to decipher com...
PyMCon Web Series - Bayesian Causal Modeling - Q&A | Thomas Wiecki
มุมมอง 853ปีที่แล้ว
Welcome to the Q&A video for "Bayesian Causal Modeling"! If you're looking to gain a deeper understanding of this topic, we highly recommend watching the talk by Thomas Wiecki: 👉 th-cam.com/video/b47wmTdcICE/w-d-xo.html In this Q&A session, Thomas addresses various questions related to "Bayesian Causal Modeling" providing further insights and clarifications. For more detailed information 🔗 Visi...
PyMCon Web Series - Bayesian Causal Modeling - Thomas Wiecki
มุมมอง 7Kปีที่แล้ว
Welcome to another event in the PyMCon Web Series. To learn about upcoming events check out the website: pymcon.com/events/ Causal analysis is rapidly gaining popularity, but why? Machine learning methods might help us predict what's going to happen with great accuracy, but what's the value of that if it doesn't tell us what to do to achieve a desirable outcome? Without a causal understanding o...
PyMCon Web Series | A Soccer-Factor-Model | Maximilian Goebel
มุมมอง 706ปีที่แล้ว
🌟 Welcome to the 8th Event of the PyMCon Web Series🚀🌟 In this event, we will learn about Sports Analytics and player assessment with Maximilian Goebel, a Post-Doc in finance and economics at Bocconi University. 📊⚽️ In this talk, Maximilian Goebel draws inspiration from the asset-pricing literature to determine a soccer player's "alpha," which represents their inherent skill. Learn how the SFM e...
PyMCon Web Series - Meet Maximilian Goebel
มุมมอง 137ปีที่แล้ว
Welcome to another event of the PyMCon web series with Maximilian Goebel, a Post-Doc in Finance/Economics at Bocconi University! In this interview, Max shares his journey from Matlab to Python and his passion for Bayesian statistics. Max reveals how his work on climate forecasting using Bayesian VAR models ignited his curiosity in this field. He stresses the significance of hands-on experience,...
PyMCon Web Series - Automatic Probability - Q&A | Ricardo Vieira
มุมมอง 261ปีที่แล้ว
Welcome to the Q&A video for "Automatic Probability in PyMC"! If you're looking to gain a deeper understanding of this topic, we highly recommend watching the talk by Ricardo Vieira: 👉 th-cam.com/video/0B3xbrGHPx0/w-d-xo.html In this engaging Q&A session, Ricardo addresses various questions related to "Automatic Probability in PyMC," providing further insights and clarifications. By combining t...
PyMCon Web Series - Automatic Probability - Ricardo Vieira
มุมมอง 841ปีที่แล้ว
PyMCon Web Series - Automatic Probability - Ricardo Vieira
PyMCon Web Series - Protecting Voting Rights with PyMC - Q&A | Todd Hendricks
มุมมอง 124ปีที่แล้ว
PyMCon Web Series - Protecting Voting Rights with PyMC - Q&A | Todd Hendricks
PyMCon Web Series - Protecting Voting Rights with PyMC - Todd Hendricks
มุมมอง 267ปีที่แล้ว
PyMCon Web Series - Protecting Voting Rights with PyMC - Todd Hendricks
PyMCon Web Series - Bayesian Statistics Toolbox (Hyosub Kim)
มุมมอง 272ปีที่แล้ว
PyMCon Web Series - Bayesian Statistics Toolbox (Hyosub Kim)
PyMCon Web Series - Introduction to Hilbert Space GPs in PyMC - Bill Engels
มุมมอง 1.9Kปีที่แล้ว
PyMCon Web Series - Introduction to Hilbert Space GPs in PyMC - Bill Engels
PyMCon Web Series - Scalable Bayesian Modeling - Sandra Yojana Meneses
มุมมอง 423ปีที่แล้ว
PyMCon Web Series - Scalable Bayesian Modeling - Sandra Yojana Meneses
PyMCon Web Series - Bayesian Statistics Toolbox - Hysob Kim
มุมมอง 827ปีที่แล้ว
PyMCon Web Series - Bayesian Statistics Toolbox - Hysob Kim
PyMCon Web Series - Meet Sandra Yojana Meneses
มุมมอง 148ปีที่แล้ว
PyMCon Web Series - Meet Sandra Yojana Meneses
PyMCon Web Series - Multi Output Gaussian Processes - Danh Phan
มุมมอง 1.7Kปีที่แล้ว
PyMCon Web Series - Multi Output Gaussian Processes - Danh Phan
PyMCon Web Series - Meet Danh Phan, Speaker for Multi Output Gaussian Processes
มุมมอง 250ปีที่แล้ว
PyMCon Web Series - Meet Danh Phan, Speaker for Multi Output Gaussian Processes