matrix   6297

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A Practical Guide to Cross-Functional Work – The Ready – Medium
For virtually every organization, success requires both the integration of skills and transcending functional boundaries. Developing and commercializing a new product requires cooperation across…
team  management  matrix  cross-functional 
yesterday by fgaudet
D Calculus and Differentiation Primer 4
D.1 Intuition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 4
D.2 Derivatives of Common Functions . . . . . . . . . . . . . . . 8
D.3 Common Differentiation Rules . . . . . . . . . . . . . . . . . 9
D.4 The Chain Rule – Computing the Derivative of a Composition of Functions . . . . . . . . . . . . . . . . . . . . . . . . . 10
D.4.1 A Chain Rule Example . . . . . . . . . . . . . . . . . . 11
D.5 Arbitrarily Long Function Compositions . . . . . . . . . . . . 13
D.6 When a Function is Not Differentiable . . . . . . . . . . . . . 13
D.7 Partial Derivatives and Gradients . . . . . . . . . . . . . . . . 18
D.8 Second Order Partial Derivatives . . . . . . . . . . . . . . . . 21
D.9 The Multivariable Chain Rule . . . . . . . . . . . . . . . . . . 21
D.10 The Multivariable Chain Rule in Vector Form . . . . . . . . . 22
D.11 The Hessian Matrix . . . . . . . . . . . . . . . . . . . . . . . . 23
D.12 The Laplacian Operator . . . . . . . . . . . . . . . . . . . . . 24
matrix  calculus 
2 days ago by hustwj
Computational Graphs, and Backpropagation
(Course notes for NLP by Michael Collins, Columbia University)
matrix  calculus 
4 days ago by hustwj
ON KRONECKER PRODUCTS, TENSOR PRODUCTS AND MATRIX DIFFERENTIAL CALCULUS
By D.S.G. Pollock
University of Leicester
Email: stephen pollock@sigmapi.u-net.com
matrix  calculus 
4 days ago by hustwj
Vector and Matrix Calculus
Herman Kamper
kamperh@gmail.com
30 January 2013
matrix  calculus 
8 days ago by hustwj
Matrix Differentiation ( and some other stuff )
Randal J. Barnes
Department of Civil Engineering, University of Minnesota
Minneapolis, Minnesota, USA
matrix  calculus 
8 days ago by hustwj
LT3965 LT3965-1 Datasheet and Product Info | Analog Devices
Datasheet for the Analog Devices version of the LT3965 and LT3965-1 matrix LED Dimmer chips. In summary the chip provides 8 low resistance switches that can be used to bypass current through 8 LEDs. This means you can independently dim 8 LEDs while using only one constant current supply.
LT3965  LT3965-1  bypass  LED  driver  PWM  AnalogDevices  matrix 
10 days ago by searchmeister
A convolutional neural network primer
For the Oxford C18 and AIMS Big Data courses
Andrea Vedaldi
vedaldi@robots.ox.ac.uk
Version 1.1 January 2019
deeplearning  matrix  calculus 
11 days ago by hustwj
Matrix Differentiation CS5240 Theoretical Foundations in Multimedia
Leow Wee Kheng
Department of Computer Science
School of Computing
National University of Singapore
matrix  calculus 
11 days ago by hustwj

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