RxInfer.jl: A Package for Real-Time Bayesian Inference | Dmitry Bagaev | JuliaCon 2023
2.5 هزار بار بازدید -
12 ماه پیش
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Contents
00:00, 0. Introduction
01:04, 1. What is Bayesian Inference
03:21, 2. Scalable, Reactive, and Efficient
05:50, 3. What can you do with RxInfer
06:04, 3.1. Continual Inference in Non-Linear Dynamical Systems with Infinite Data Streams
07:14, 3.2. Real-time Reactive Decision Making With Active Inference
08:46, 3.3. Smart Naviation and Collision Avoidance
09:50, 3.4. Adaptive Audio Source Separation
11:03, 3.5. Efficient Inference on Low-Power devices without GPU
12:58, 3.6. Other Examples
14:45, 4. Architecture And Design Principles
14:50, 4.1. Reactive Programming
16:09, 4.2. Computational Factor Graphs
17:37, 4.3. Reactive Message Passing
20:33, 5. How Does RxInfer compare to Turing
22:28, 6. Overview
S/O to https://github.com/ktzhao for the video timestamps!
Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/JuliaCommunity/You...
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Contents
00:00, 0. Introduction
01:04, 1. What is Bayesian Inference
03:21, 2. Scalable, Reactive, and Efficient
05:50, 3. What can you do with RxInfer
06:04, 3.1. Continual Inference in Non-Linear Dynamical Systems with Infinite Data Streams
07:14, 3.2. Real-time Reactive Decision Making With Active Inference
08:46, 3.3. Smart Naviation and Collision Avoidance
09:50, 3.4. Adaptive Audio Source Separation
11:03, 3.5. Efficient Inference on Low-Power devices without GPU
12:58, 3.6. Other Examples
14:45, 4. Architecture And Design Principles
14:50, 4.1. Reactive Programming
16:09, 4.2. Computational Factor Graphs
17:37, 4.3. Reactive Message Passing
20:33, 5. How Does RxInfer compare to Turing
22:28, 6. Overview
S/O to https://github.com/ktzhao for the video timestamps!
Want to help add timestamps to our YouTube videos to help with discoverability? Find out more here: https://github.com/JuliaCommunity/You...
Interested in improving the auto generated captions? Get involved here: https://github.com/JuliaCommunity/You...
12 ماه پیش
در تاریخ 1402/05/12 منتشر شده
است.
2,516
بـار بازدید شده