osmo newton

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Introduction to computing methods

decimal places reserved for calculation is the same as the original approximate number of digits. (D) Logarithm operation: When the approximate number logarithm is used, the number of decimal places reserved for calculation is the same as the original approximate number of digits. (3) Note: (a) avoid the subtraction of two similar numbers. (B) Avoid division where the absolute value of the devisor is much smaller than the absolute value of the devisor. (C) Avoid "eating" decimals with large num

Understanding of linear regression, logistic regression and general regression

, the maximum likelihood estimate is still obtained, then the derivative is derived, and the result of the iterative formula isYou can see that it is similar to linear regression, but instead, it is actually mapped by G (z).10 Newton method to solve maximum likelihood estimationThe methods of maximum likelihood estimation used in sections 7th and 9th are the methods of derivation iteration, and the Newton d

Classification and logistic regression (classification and logistic regression)

, here, to introduce a maximum? Method of (θ)---Newton's method (Newton ' s methods)Newton's method (Newton ' s method)Given the function:We're going to find a theta so that f (θ) = 0 is established, note the θ∈rhere, then the Newton method update rule is as follows:The execution of Newton's law is as follows:By asking us to give the derivative of the point the t

World's top ten physicists selected by the world of Physics Magazine

Britain's world of physics has selected 10 of the greatest physicists in human history. They are: 1. Einstein;2. Newton;3. Maxwell;4. Bohr;5. Heisenberg;6. Galileo;7. Feynman;8. Dirac;9. Schrödinger;10. Rutherford.These ten physicists are undoubtedly the example of our study, their study, life and work are worthy of our study. This paper makes a comparative analysis on the basic situation of ten physicists.1 births and profilesAlbert Einstein: Born Ma

Optimization algorithms everywhere

One: Cause(0) Optimization algorithm (Optimization algorithm), that is, the optimal value problem of the objective function; How to evaluate the value of your current solution is optimal? This requires the construction of the evaluation function, how to update from the current location (solution) to the new search space? This requires a definition of the form of the transformation.(1) Optimization algorithm everywhere-- real life of material deployment, a certain means of production how to get t

For linear regression, logistic regression, and general regression

isYou can see that it is similar to linear regression, but instead, it is actually mapped by G (z).10 Newton method to solve maximum likelihood estimationThe methods of maximum likelihood estimation used in sections 7th and 9th are the methods of derivation iteration, and the Newton descent method is introduced, so that the results can be quickly convergent.When the solution is required, if f is conductive

The most famous mathematicians are generally the most famous mechanics.

development of continuum mechanics, i.e., elasticity and fluid mechanics, and heat transfer, partial differential equations have also developed rapidly. The characteristics of the two disciplines in the development of mathematics and mechanics can not be reflected in the characteristics of the representative figures of the two disciplines. We can see that the most famous mathematicians in history are also the most famous mechanics at the same time. 1. The most eminent six-bit mathematical mecha

The sixth chapter of natural Mathematics and analysis

gold," formally declaring the natural mathematical, the nature is written in the Book of Mathematics.6 years to write the dialogue on the two world systems of Ptolemy and Copernicus, abbreviated as "dialogue"Tried in 1633 as a "suspicious pagan", ordered public repentance, after repentance, under house arrestDuring his incarceration, Galileo wrote the dialogue on two new Sciences, which was published in 1638, laying the foundation of modern mechanics. These two new science refers to the new kin

Stanford CS229 Machine Learning course Note II: GLM Generalized linear model and logistic regression

likelihood function are:3. Algorithms3.1 Gradient Ascent gradient riseWe can use gradient descent to find the minimum point, which in turn can be used to find the maximum point with a gradient rise: first, add the logical function used in the calculation, and the derivative of the logical function:Based on this, we obtain a gradient for the derivation of the logarithmic likelihood function.This derivative is the same as the derivative in linear regression, but it is important to note that the m

Deep leaning Study notes (i)

is 0, the wrong loss is infinity, my personal understanding) So in this case the loss function is usually-log (h (x)), just to meet the requirements. Similarly, when the training sample value is 0 o'clock, the general loss function is-log (1-h (x)). So the two are integrated together as-y*log (H (x))-(1-y) *log (1-h (x)), the result is the same as above, but the expression is more compact, The loss function chosen in this form is obtained by the maximum relief estimate (MLE). In this case, the

"Reprint" to the understanding of linear regression, logistic regression and general regression

, and the result of the iterative formula isYou can see that it is similar to linear regression, but instead, it is actually mapped by G (z).10 Newton method to solve maximum likelihood estimationThe methods of maximum likelihood estimation used in sections 7th and 9th are the methods of derivation iteration, and the Newton descent method is introduced, so that the results can be quickly convergent.When the

Code optimization-optimize Division

From: http://blog.csdn.net/housisong/article/details/1116423 Tag:CodeOptimization, division, Newton iteration, subtraction instead of division, Division Optimization Note:ArticleMany of the data may have different results in different CPUs or different system environments. The data is for reference only.X86 series CPUs can complete basic commands such as bit operations, addition, and subtraction within one CPU cycle (the current CPU can stil

Phone Fluid Mechanics

unit. At the same time, Boyle, an Irish scientist, began studying the "Elasticity" of the air ". He found a goat's bladder and pulled gas from the air. As a result, the bladder became smaller. Fill in the gas and increase the bladder. In 1662, he carefully studied the experimental data and proposed the "wave ear Law": the product of the gas pressure and volume is a constant. In 1687, Newton published the mathematical principles of natural philo

Quick query of C language Algorithms

2145.3.8 [instance 27] solving equations by iterative method 2155.3.9 [instance 28] solving the Tober-litz equations 217 Chapter 2 solutions to nonlinear equations and equations 6th6.1 root process of nonlinear equations 2196.1.1 determine the initial approximate value of the real root of the nonlinear equation or the Inter-zone 219 of the root6.1.2 exact solution to the root of the nonlinear equation 2216.2 method for finding a real root of nonlinear equations 2216.2.1 [algorithm 52] division

Summary of problems solved by SiC exercises (1.40)

Exercise 1.40 is a simple question, but it looks complicated. In essence, it is actually a simple question. The original question is as follows: Define a procedure cubic, Which is used together with the newtons-method procedure in the following form expression: (newtons-method (cubic a b c) 1) Cubic Equation . The question is very simple. We need to create a cubic process, but it involves the zero points of newtons-method and cubic equation. If you only read the question, you really don't

18 years of development experience sharing (iv) Problem Solving (II)

step is to find a solution to the problem based on the analysis. Step 4: now we need to check whether the water will be filled in an empty water bottle. In actual work, we think again about a subproblem (or substep) after thinking and analyzing a problem. Obviously, the actual situation is what we will do. At least most of them can be tapped by hand.CodeProgrammers will do it. Now, when we think about this step, we can know that this problem can be solved. Here, the second step is the key, a

Lubuntu: a lightweight Ubuntu

the navigation pane. More lightweight applications-although Lubuntu uses less memory when idle than Ubuntu, you can see that the effect is when you open many applications at the same time. Because the application requires less memory than its Ubuntu, the cumulative result is faster and higher-performance systems. I especially like File Manager, PCMan, and LXDE components. I found that on older computers that use limited memory and slow PATA/IDE hard drives, it is much faster than Ubuntu's Nauti

GSM Hacking Part①: Sniffing GSM networks with SDR scanning

0x00 written at the beginningRecently, the discovery of crazy Danish hacker on YouTube released a very good tutorial video: Use SDR sniffing visits to listen to GSM network traffic (GSM sniffing Teaser–software Defined Radio Series). This tutorial is illustrated in detail from the installation of a TV stick to scanning, the use of sniffer tools, and the capture and decryption of GSM traffic packets:As a porter, here will be divided into two or three parts reference summarize the main content of

Debian environment settings, debian Environment

{,-{gclient, qt, qt5 }}Fcitx-module-pluginFcitx-module-x11Fcitx-modulesFcitx-pinyinFcitx-table {,-wanfeng}Fcitx-ui-{classic, light} Enter fcitx on the terminal and compare the error information with aptitude search fcitx to install the corresponding package; Reference Im-config Fcitx-diagnose $ XMODIFIERS Font Ttf-wqy-{microhei, zenhei} Fonts-wqy-{microhei, zenhei} Xfonts-wqy Terminal Zhcon ...... Others .... Notes Lifeograph rednotebook Cherrytree zim Others

A wave that Never Dies (ii) HACKRF Introduction: Home Wireless doorbell signal replay

0x00 PrefaceIn the first article: the Never-fading Wave (i): Radio introduction We learned about the history of radio and some of the physics of Radio, in the second we will use HACKRF to record the wireless signal of the doorbell, and then replay the doorbell signal.The doorbell was bought from a treasure,0X01 Environment Construction:Mac can be used GQRX and HACKRF (need to have Xcode, Mac port support)sudo port install gnuradiosudo port install hackrfsudo Port install RTL-sdrsudo Port install

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