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672 results

OpenMDAO
Fitting tabular data using smooth curve fits

If you're fitting a curve or surface to data and want to ever use gradient-based optimizers or Newton solvers, make sure to do it in a ...

7:03
Fitting tabular data using smooth curve fits

979 views

3 years ago

OpenMDAO
Nonlinear and linear systems and solvers

In OpenMDAO terms, your nonlinear system is your model or governing system of equations. Your linear system is a ...

13:15
Nonlinear and linear systems and solvers

1,723 views

3 years ago

OpenMDAO
Multiobjective optimization

Multiobjective optimization is somewhat of a misnomer -- you actually have to have predefined weightings for each of the ...

5:49
Multiobjective optimization

24,043 views

3 years ago

Coding Nexus
Linear Regression for Machine Learning | Python Tutorial

Create and Finetune a Chatbot FREE without coding Query AI - https://queryai.co.uk/?ref=lsmhtpxd Join in this comprehensive ...

10:28
Linear Regression for Machine Learning | Python Tutorial

401 views

2 years ago

Inria Learning Lab
Intuitions on linear models

This video is part of the Mooc “Machine learning in Python with scikit-learn ” hosted on FUN platform: ...

17:48
Intuitions on linear models

1,693 views

3 years ago

OpenMDAO
What solver convergence looks like

A system is converged when the residuals are close to 0 within a tolerance. How this is achieved depends on what solver you use, ...

14:50
What solver convergence looks like

1,228 views

3 years ago

Inria Learning Lab
Intuitions on regularized linear models

This video is part of the Mooc “Machine learning in Python with scikit-learn ” hosted on FUN platform: ...

20:06
Intuitions on regularized linear models

1,239 views

3 years ago

OpenMDAO
Solving coupled systems

When you have a coupled or implicit system, you must use a solver to converge that system. Take time to recognize those systems ...

9:36
Solving coupled systems

2,233 views

3 years ago

kleines Filmröllchen
But how can it fit so much music? (The FLAC Codec #2 – Lossless Audio Compression)

UPDATE: Martijn van Beurden, one of the two authors of the IETF FLAC spec, has left a comment with some corrections and ...

28:43
But how can it fit so much music? (The FLAC Codec #2 – Lossless Audio Compression)

9,296 views

3 years ago

Algorithmic Simplicity
MAMBA from Scratch: Neural Nets Better and Faster than Transformers

Mamba is a new neural network architecture that came out this year, and it performs better than transformers at language ...

31:51
MAMBA from Scratch: Neural Nets Better and Faster than Transformers

297,156 views

1 year ago

Jeremy Howard
Lesson 13: Deep Learning Foundations to Stable Diffusion

All lesson resources are available at http://course.fast.ai.) In this lesson, we dive into backpropagation and the creation of a simple ...

1:46:01
Lesson 13: Deep Learning Foundations to Stable Diffusion

20,117 views

2 years ago

NPTEL IIT Bombay
Week 9 : Lecture 43 : Polynomial Interpolation: Implementation of Lagrange Form as Python Code

Lecture 43 : Polynomial Interpolation: Implementation of Lagrange Form as Python Code.

35:33
Week 9 : Lecture 43 : Polynomial Interpolation: Implementation of Lagrange Form as Python Code

6,177 views

2 years ago

Wireless Explained
All Modulation Types Explained in 3 Minutes

In this video, I explain how messages are transmitted over electromagnetic waves by altering their properties—a process known ...

3:43
All Modulation Types Explained in 3 Minutes

239,841 views

1 year ago

NPTEL IIT Bombay
Week 5 : Lecture 22 : Tutorial Session - 4: Python implementation of Jacobi Method

Lecture 22 : Tutorial Session - 4: Python implementation of Jacobi Method.

38:27
Week 5 : Lecture 22 : Tutorial Session - 4: Python implementation of Jacobi Method

5,454 views

3 years ago

Genetic Improvement Workshop
Generating Objected-Oriented Source Code Using Genetic Programming

Using machine learning to generate source code is an active and highly important research area. It has been shown that genetic ...

16:06
Generating Objected-Oriented Source Code Using Genetic Programming

151 views

4 years ago

Alfredo Canziani (冷在)
Week 1 – Practicum: Classification, linear algebra, and visualisation

Course website: http://bit.ly/DLSP20-web Playlist: http://bit.ly/pDL-YouTube Speaker: Alfredo Canziani Week 1: ...

52:31
Week 1 – Practicum: Classification, linear algebra, and visualisation

66,837 views

6 years ago

Santiago Soler
Gradient-boosted equivalent sources for gridding large gravity and magnetic datasets

by Santiago Soler and Leonardo Uieda Presented at the EGU21 General Assembly. We present the gradient-boosted equivalent ...

5:16
Gradient-boosted equivalent sources for gridding large gravity and magnetic datasets

131 views

4 years ago

NPTEL IIT Bombay
Tutorial 04 Part 01: Plotting In 1 D Using Python

Week 4: Tutorial 04 Part 01: Plotting In 1 D Using Python.

28:22
Tutorial 04 Part 01: Plotting In 1 D Using Python

1,221 views

4 years ago

Data Science For You
Logistic REGRESSION MODELS using PYTHON [Explained step by step]

In this video we are going to take a look at logistic regression. Unlike linear regression, analysis of variance (ANOVA), and ...

53:01
Logistic REGRESSION MODELS using PYTHON [Explained step by step]

21 views

3 years ago