User contributions for Rice
From Rice Wiki
26 April 2024
- 06:1306:13, 26 April 2024 diff hist +4 Machine Learning →Flow
- 06:1206:12, 26 April 2024 diff hist +39 N Exploratory Data Analysis Rice moved page Exploratory Data Analysis to Exploratory data analysis current Tag: New redirect
- 06:1206:12, 26 April 2024 diff hist 0 m Exploratory data analysis Rice moved page Exploratory Data Analysis to Exploratory data analysis
- 06:0306:03, 26 April 2024 diff hist +706 Perceptron learning No edit summary Tag: Visual edit
- 05:2605:26, 26 April 2024 diff hist +52 N File:Linearly separable data.png No edit summary current
- 05:2505:25, 26 April 2024 diff hist +130 N Perceptron learning Created page with "'''Perceptron learning''' is good for classifying ''linearly separable data'', as seen in figure 1. Category:Machine Learning"
- 05:2405:24, 26 April 2024 diff hist +474 N Newton's method Created page with "'''Newton's method''' is an alternative to Gradient Descent. In contrast to GD, which uses the first derivative to approach the optimal model, Newton's method adds the ''second derivative'' to converge ''faster''. Newton's method has the drawback of being more computationally expensive due to the need to find the second derivative. <math> w_j = w_j - a\frac{\frac{\partial l}{\partial w_j}}{\frac{\partial^2 l}{\partial w_j^2}} </math> Category:Machine Learning" current
- 05:2005:20, 26 April 2024 diff hist 0 Linear regression →Minimizing RSS
- 05:1905:19, 26 April 2024 diff hist +22 Linear regression →Minimizing RSS
- 05:1805:18, 26 April 2024 diff hist +4 Gradient Descent No edit summary
- 05:1105:11, 26 April 2024 diff hist +399 Logistic regression →Decision boundary
- 04:5304:53, 26 April 2024 diff hist +415 Logistic regression →Logistic function
- 01:2701:27, 26 April 2024 diff hist +36 Logistic regression →Logistic function Tag: Visual edit
- 01:2301:23, 26 April 2024 diff hist +599 Logistic regression No edit summary Tag: Visual edit: Switched
- 01:1901:19, 26 April 2024 diff hist +87 N File:Logistic regression sigmoid.png No edit summary current
- 01:1601:16, 26 April 2024 diff hist +6 Binary classification No edit summary current
- 01:0801:08, 26 April 2024 diff hist +375 N Logistic regression Created page with "= Linear regression = Linear regression cannot be directly used for (binary) classification. Indirectly, a threshold is used. When the value is above the threshold, it is considered 1; when it is below, it is considered 0. Classification using linear regression is sensitive to the threshold. The problem with this approach is the difficulty in determining a good threshold."
- 01:0301:03, 26 April 2024 diff hist +28 Machine Learning →Classifications
- 01:0201:02, 26 April 2024 diff hist +232 N Binary classification Created page with "'''Binary classification''' algorithms classify data into two categories. Detecting the presence of a trait is a common application. = Algorithms = * Logistic regression * Perceptron learning Category:Machine Learning"
- 00:5100:51, 26 April 2024 diff hist +8 Maximum likelihood estimation →Loss function
- 00:4700:47, 26 April 2024 diff hist +499 Maximum likelihood estimation →Likelihood function Tag: Visual edit
25 April 2024
- 04:1604:16, 25 April 2024 diff hist +40 Maximum likelihood estimation →Background
- 04:0904:09, 25 April 2024 diff hist +59 Maximum likelihood estimation →Likelihood function Tag: Visual edit
- 04:0804:08, 25 April 2024 diff hist −20 Continuous Random Variable →Probability Density Function f(x) current
- 04:0104:01, 25 April 2024 diff hist +17 Batch Gradient Descent No edit summary Tag: Visual edit
23 April 2024
- 23:4123:41, 23 April 2024 diff hist +148 N Homogeneous Created page with "In differential equations, homogeneous ODEs have RHS be 0 in standard form. Category:Differential Equations" current Tag: Visual edit
- 23:3923:39, 23 April 2024 diff hist +59 Autonomous ODE No edit summary Tag: Visual edit
- 23:3823:38, 23 April 2024 diff hist +144 Separation of variables No edit summary current Tag: Visual edit
- 23:3023:30, 23 April 2024 diff hist +92 Integrating factor No edit summary Tag: Visual edit
- 23:2923:29, 23 April 2024 diff hist +92 Separation of variables No edit summary Tag: Visual edit
- 23:2823:28, 23 April 2024 diff hist +203 Integrating factor No edit summary Tag: Visual edit
- 23:2623:26, 23 April 2024 diff hist −1 Integrating factor No edit summary Tag: Visual edit
- 23:2523:25, 23 April 2024 diff hist +32 N Integrating factors Rice moved page Integrating factors to Integrating factor current Tag: New redirect
- 23:2523:25, 23 April 2024 diff hist 0 m Integrating factor Rice moved page Integrating factors to Integrating factor
- 23:2523:25, 23 April 2024 diff hist +421 N Separation of variables Created page with "'''Separation of variables''' is a technique to solve differential equations. It requires the equation to be ''separable''; that is, the equation is of the form <math> y' = F(y) G(t) </math> where the RHS is the product of a function of y and a function of t. = Procedure = Divide both sides by <math>F(y)</math>, integrate, and you get an Implicit equation of y in terms of t. Category:Differential Equations" Tag: Visual edit
22 April 2024
- 15:4815:48, 22 April 2024 diff hist +35 Adder No edit summary Tag: Visual edit
- 15:4815:48, 22 April 2024 diff hist +238 N Critical path Created page with "The '''critical path''' of a circuit is the slowest route to output. It is important as the time it takes for the critical path to stabilize is the fastest time a good output can come out of the circuit. Category:Computer Architecture" Tag: Visual edit
- 15:4615:46, 22 April 2024 diff hist +304 Adder →Input and output Tag: Visual edit
- 15:1715:17, 22 April 2024 diff hist +115 N Sum of products Created page with "The '''sum of products''' method can be used to devise circuits. = Extra notation = <math>\sum (1, 2, 4, 7)</math>" Tag: Visual edit
- 15:1315:13, 22 April 2024 diff hist +437 N Adder Created page with "The '''ADD''' operator is the fundamental instruction of many arithmetic operations (such as subtract, multiply, divide, and modulo). = Input and output = ''ADD'' takes in two binary digits. It then outputs the result, which consists of a digit and a carry. In contrast to the above, which is a '''half adder''', a '''full adder''' has an additional input: '''carry-in''', which modifies the result." Tag: Visual edit
- 15:1015:10, 22 April 2024 diff hist 0 Instructions (Computer Science) →Operators current
- 15:0915:09, 22 April 2024 diff hist +165 Instructions (Computer Science) →Suboperator Tag: Visual edit
19 April 2024
- 16:3516:35, 19 April 2024 diff hist +295 Register file No edit summary current Tag: Visual edit
- 16:0716:07, 19 April 2024 diff hist +64 N Register file Created page with "The '''register file (RF)''' Category:Computer Architecture" Tag: Visual edit
- 15:4315:43, 19 April 2024 diff hist +90 Karnaugh map No edit summary Tag: Visual edit
- 15:3715:37, 19 April 2024 diff hist +209 N Bubble pushing Created page with "On a gate, when all the inputs are inverted (i.e. bubbled), you can push the bubble through while changing the shape of the gate. This process is called '''bubble pushing'''. Category:Computer Architecture" Tag: Visual edit
- 15:2215:22, 19 April 2024 diff hist +89 N Product of sums Created page with "The '''product of sums''' is a way to derive circuits. Category:Computer Architecture" current Tag: Visual edit
17 April 2024
- 22:4722:47, 17 April 2024 diff hist +648 N Logistic equation Created page with "Of the form <math>\begin{cases} y' = y(1 - y)\\ y(0)=y_0 \end{cases}</math> The solution is <math>y(t) = \frac{y_0e^t}{y_0 e^t - (y_0 - 1)}</math> = Analysis = ''y'' is undefined at <math>t = \ln \left( \frac{y_0 - 1}{y_0} \right)</math> If ''0 < y_0 < 1,'' The solution is defined for all ''t.'' ''y(t)'' approaches 1 as t approaches infinity. ''y(t)'' approaches 0 as ''t'' approaches negative infinity. For ''y_0 > 1,'' the blowup time is negative <math>\ln \left(..." Tag: Visual edit
- 21:5221:52, 17 April 2024 diff hist +111 Integrating factor No edit summary Tag: Visual edit
- 21:4721:47, 17 April 2024 diff hist +571 N Integrating factor Created page with "'''Integrating factors''' is a method to solve scalar Linear First Order ODE<nowiki/>s. Consider <math>y' + p(t) y = g(t)</math> We multiply bothsides by integrating factor <math>\mu(t)</math> such that the left hand side to be the ''exact derivative of a product.'' For this to work, we need <math>\mu' = \mu p</math> Applying the integrating factor, we have <math>\begin{aligned} \mu(t) y + \mu(t) p(t) y &= \mu(t) g(t) \\ \mu y' + \mu ' y &= \mu g \\ (\mu y)' &=..." Tag: Visual edit
