AR Model Code Example : Time Series Talk
How do we fit an AR model to real data? AR Model Theory Video: https://www.youtube.com/watch?v=5-2C4eO4cPQ
From playlist Time Series Analysis
How to Model Custom Physical Components in Simscape
Simscape™ extends the MATLAB® language with constructs for modeling implicit equations. Learn more about Simscape: http://goo.gl/Jhsth7 Get a free Product Trial: https://goo.gl/5NvCdU Download Sample Lift Table Model: http://goo.gl/k4fYwA These extensions of MATLAB are used to model a tra
From playlist Physical Modeling
(ML 13.1) Directed graphical models - introductory examples (part 1)
Introduction to (directed) graphical models. Simple examples to motivate the concept.
From playlist Machine Learning
(ML 13.6) Graphical model for Bayesian linear regression
As an example, we write down the graphical model for Bayesian linear regression. We introduce the "plate notation", and the convention of shading random variables which are being conditioned on.
From playlist Machine Learning
(ML 13.2) Directed graphical models - introductory examples (part 2)
Introduction to (directed) graphical models. Simple examples to motivate the concept.
From playlist Machine Learning
B27 Introduction to linear models
Now that we finally now some techniques to solve simple differential equations, let's apply them to some real-world problems.
From playlist Differential Equations
How To Create 3D Stylized Character Model In Blender | Session 03 | #gamedev
Don’t forget to subscribe! In this project series, you will learn to create 3D stylized character model in Blender. This project is about modeling/ sculpting a base mesh character that you can use in your own games. You will be learning all of the skills to be able to output high-quality
From playlist Create 3D Stylized Character Model In Blender
Everything You Need to Know About Deep Deterministic Policy Gradients (DDPG) | Tensorflow 2 Tutorial
Deep Deterministic Policy Gradients (DDPG) is an actor critic algorithm designed for use in environments with continuous action spaces. This makes it great for fields like robotics, that rely on applying continuous voltages to electric motors. You'll get a crash course with a quick lecture
From playlist Deep Reinforcement Learning Tutorials - All Videos
DjangoCon 2014- Activating Your Site: A Look at Activity Streams
By, Justin Quick, Ben Fonarov, Farhan Syed We will walk you through how to implement activity streams for your website in a generic fashion by leveraging the activitystrea.ms open specification. The two tools we will show are django-activity-streams which lets you interrelate the objects i
From playlist DjangoCon 2014
Deep Reinforcement Learning in Python Tutorial - A Course on How to Implement Deep Learning Papers
In this intermediate deep learning tutorial, you will learn how to go from reading a paper on deep deterministic policy gradients to implementing the concepts in Tensorflow. This process can be applied to any deep learning paper, not just deep reinforcement learning. In the second part, y
From playlist Machine Learning
Proximal Policy Optimization (PPO) is Easy With PyTorch | Full PPO Tutorial
Proximal Policy Optimization is an advanced actor critic algorithm designed to improve performance by constraining updates to our actor network. It's relatively straight forward to implement in code, and in this full tutorial you're going to get a mini lecture covering the essential concep
From playlist Deep Reinforcement Learning Tutorials - All Videos
How to Implement Deep Learning Papers | DDPG Tutorial
I'll show you how I went from the deep deterministic policy gradients paper to a functional implementation in Tensorflow. This process can be applied to any deep learning paper (computer vision, natural language processing, generative adversarial networks, etc.), not just deep reinforcemen
From playlist Deep Reinforcement Learning Tutorials - All Videos
Geometry of Linear Systems | Linear Algebra
In this video, we introduce matrices and systems of linear equations, the core of linear algebra. Our focus will be on the intuition behind matrices, linear systems, linear maps, and vector spaces, developing key insights into the fundamentals of linear algebra. There are many videos on
From playlist Linear Algebra
LambdaConf 2015 - Building Concurrent, Fault Tolerant, Scalable Applications in F# using Akka Net
By, Riccardo Terrell Writing correct concurrent, fault-tolerant, scalable applications is no simple task. The struggle is generally the result of using the wrong tools or wrong level of abstraction. The Actor based concurrency model aims to simplify this process. The actor model is a mathe
From playlist LambdaConf 2015
Can a Random Reinforcement Learning Agent Maximize its Score? Soft Actor Critic (SAC) in Tensorflow2
The Soft Actor Critic Algorithm is a powerful tool for solving cutting edge deep reinforcement learning problems involving continuous action space environments. It's a variation of the actor critic method that leverages a maximum entropy framework, double Q networks, and target value netwo
From playlist Deep Reinforcement Learning Tutorials - All Videos
Ruby Conf 2013 - Advanced Concurrent Programming in Ruby
By Jerry D'Antonio Rumor has it that you can't write concurrent programs in Ruby. People once believed that the world was flat and we all know how that turned out. Between the native threads introduced in MRI 1.9 and the JVM threading available to JRuby, Ruby is now a valid platform for c
From playlist RubyConf 2013
The Next Big Thing In Software Architecture
What could help us to build even better, even more complex systems? What comes next? What’s on the horizon that may be the next big step? Software development is always changing. The public cloud is only 15 years old but has changed how a lot of software is developed and our assumptions of
From playlist Software Engineering
How To Create 3D Stylized Character Model In Blender | Session 01 | #gamedev
Don’t forget to subscribe! In this project series, you will learn to create 3D stylized character model in Blender. This project is about modeling/ sculpting a base mesh character that you can use in your own games. You will be learning all of the skills to be able to output high-quality
From playlist Create 3D Stylized Character Model In Blender