binary-matrix

Binary matrix vector multiplication

谁说胖子不能爱 提交于 2019-12-19 02:39:08
问题 I want to multiply a 8x8 binary matrix represented as a unsigned 64 bit integer by a 8 bit vector represented by a unsigned char. However, due to some other issues the matrix must be ordered by columns, ergo there's no easy matching of bytes for easy multiplication. Any idea how to speed up such a calculation? Every operation counts for I need billions of such calculations made. The multiplications are made over a 2 element field (F-2). 回答1: With this matrix and vector representation, it

Python Pandas: How to create a binary matrix from column of lists?

邮差的信 提交于 2019-12-11 12:36:05
问题 I have a Python Pandas DataFrame like the following: 1 0 a, b 1 c 2 d 3 e a, b is a string representing a list of user features How can I convert this into a binary matrix of the user features like the following: a b c d e 0 1 1 0 0 0 1 0 0 1 0 0 2 0 0 0 1 0 3 0 0 0 0 1 I saw a similar question Creating boolean matrix from one column with pandas but the column does not contain entries which are lists. I have tried these approaches, is there a way to merge the two: pd.get_dummies() pd.get

Binary matrix vector multiplication

我们两清 提交于 2019-11-30 20:47:05
I want to multiply a 8x8 binary matrix represented as a unsigned 64 bit integer by a 8 bit vector represented by a unsigned char. However, due to some other issues the matrix must be ordered by columns, ergo there's no easy matching of bytes for easy multiplication. Any idea how to speed up such a calculation? Every operation counts for I need billions of such calculations made. The multiplications are made over a 2 element field (F-2). With this matrix and vector representation, it helps to do matrix multiplication this way: (col 1 ... col 8 ) * (v 1 ... v 8 ) T = col 1 * v 1 + ... + col 8 *

R:Binary matrix for all possible unique results

邮差的信 提交于 2019-11-29 07:24:41
How to generate a binary matrix for all possible permutations of 'i' variables X, where " i " can be any number between 1 and infinite. Resultant matrix will have 2^ i unique rows. For i=2 , variables x1, x2 each with a possible value of 1 or 0, so the resultant matrix would be: X1 X2 0 0 0 1 1 0 1 1 Is there any function in R to generate ? I tried with below function: matrix(rbinom(160, 1, 0.5),ncol=5,nrow=(2^5)) But the result does not show all possible values. you can use expand.grid : expand.grid(c(0,1),c(0,1)) Var1 Var2 1 0 0 2 1 0 3 0 1 4 1 1 More generally, with 5 columns for example,

R:Binary matrix for all possible unique results

十年热恋 提交于 2019-11-28 01:13:14
问题 How to generate a binary matrix for all possible permutations of 'i' variables X, where " i " can be any number between 1 and infinite. Resultant matrix will have 2^ i unique rows. For i=2 , variables x1, x2 each with a possible value of 1 or 0, so the resultant matrix would be: X1 X2 0 0 0 1 1 0 1 1 Is there any function in R to generate ? I tried with below function: matrix(rbinom(160, 1, 0.5),ncol=5,nrow=(2^5)) But the result does not show all possible values. 回答1: you can use expand.grid