numeric | Numerical analysis in Javascript

 by   sloisel JavaScript Version: v1.2.6 License: Non-SPDX

kandi X-RAY | numeric Summary

kandi X-RAY | numeric Summary

numeric is a JavaScript library. numeric has no vulnerabilities and it has medium support. However numeric has 454 bugs and it has a Non-SPDX License. You can install using 'npm i numeric' or download it from GitHub, npm.

Numeric Javascript is a javascript library for doing numerical analysis in the browser. Because Numeric Javascript uses only the javascript programming language, it works in many browsers and does not require powerful servers. Numeric Javascript is for building "web 2.0" apps that can perform complex calculations in the browser and thus avoid the latency of asking a server to compute something. Indeed, you do not need a powerful server (or any server at all) since your web app will perform all its calculations in the client. For further information, see Discussion forum:
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            kandi-support Support

              numeric has a medium active ecosystem.
              It has 1396 star(s) with 184 fork(s). There are 65 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 49 open issues and 14 have been closed. On average issues are closed in 4 days. There are 19 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of numeric is v1.2.6

            kandi-Quality Quality

              numeric has 454 bugs (0 blocker, 0 critical, 411 major, 43 minor) and 101 code smells.

            kandi-Security Security

              numeric has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              numeric code analysis shows 0 unresolved vulnerabilities.
              There are 0 security hotspots that need review.

            kandi-License License

              numeric has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

              numeric releases are not available. You will need to build from source code and install.
              Deployable package is available in npm.
              numeric saves you 1760 person hours of effort in developing the same functionality from scratch.
              It has 3893 lines of code, 6 functions and 43 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

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            numeric Key Features

            No Key Features are available at this moment for numeric.

            numeric Examples and Code Snippets

            copy iconCopy
            const closest = (arr, n) =>
              arr.reduce((acc, num) => (Math.abs(num - n) < Math.abs(acc - n) ? num : acc));
            
            
            closest([6, 1, 3, 7, 9], 5); // 6
            
              
            Create a new numeric column .
            pythondot img2Lines of Code : 96dot img2License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def numeric_column(key,
                               shape=(1,),
                               default_value=None,
                               dtype=dtypes.float32,
                               normalizer_fn=None):
              """Represents real valued or numerical features.
            
              Example:
            
              Assume we  
            Create a new numeric column .
            pythondot img3Lines of Code : 74dot img3License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def _numeric_column(key,
                                shape=(1,),
                                default_value=None,
                                dtype=dtypes.float32,
                                normalizer_fn=None):
              """Represents real valued or numerical features.
            
              Example:
            
              ```p  
            Generate a random numeric tensor .
            pythondot img4Lines of Code : 48dot img4License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def get_random_numeric_tensor(self,
                                            dtype=None,
                                            min_size=_MIN_SIZE,
                                            max_size=_MAX_SIZE,
                                            min_val=_MIN_INT,
                              

            Community Discussions

            QUESTION

            In R, how can I change many select (binary) columns in a dataframe into factors?
            Asked 2021-Jun-15 at 23:13

            I have a dataset with many columns and I'd like to locate the columns that have fewer than n unique responses and change just those columns into factors.

            Here is one way I was able to do that:

            ...

            ANSWER

            Answered 2021-Jun-15 at 20:29

            Here is a way using tidyverse.

            We can make use of where within across to select the columns with logical short-circuit expression where we check

            1. the columns are numeric - (is.numeric)
            2. if the 1 is TRUE, check whether number of distinct elements less than the user defined n
            3. if 2 is TRUE, then check all the unique elements in the column are 0 and 1
            4. loop over those selected column and convert to factor class

            Source https://stackoverflow.com/questions/67992978

            QUESTION

            How to print ggplot for multiple tables in this case?
            Asked 2021-Jun-15 at 22:10

            I have this code which prints multiple tables

            ...

            ANSWER

            Answered 2021-Jun-15 at 20:59

            So, this is a good opportunity to use purrr::map. You are half way there by applying code to one dataframe.

            You can take the code that you have written above and put it into a function.

            Source https://stackoverflow.com/questions/67992308

            QUESTION

            A non well formed numeric value encountered in with dates
            Asked 2021-Jun-15 at 21:21

            im getting this message all over the place and cant figure out why its happening, any help would be appreciated.

            the error message is A non well formed numeric value encountered in

            the code where im getting the error message is $stmt->bindParam("ss",$delete, $dateMaker->getTodayDate());

            the class im calling is set up very simple return date("Y-m-d");

            ...

            ANSWER

            Answered 2021-Jun-15 at 21:21

            The 3rd parameter of bindParam must be integer not a date

            Source https://stackoverflow.com/questions/67993560

            QUESTION

            what is the best regular expression to replace non numeric character in a string preceded by certain phrase in python?
            Asked 2021-Jun-15 at 20:02

            I have to parse lists of names, addresses, etc. that were OCRed and have invalid/incorrect characters in them and on the state postal code I need to recognize the pattern with a 2 character state followed by a 5 digit postal code and replace any non numeric characters in the postal code. I might have OK 7-41.03 at the end of a string I need to remove the hyphen and period. I know that re.sub('[^0-9]+', '', '7-41.03') will remove the desired characters but I need it only replace characters in numbers when found at the end of the string and only if preceded by a two character state wrapped in spaces like OK. It seems if I add anything to the regular expression as far as a lookbehind expression then I can't seem to get the characters replaced. I've come up with the following but I think there must be a simpler expression to accomplish this. Example:

            ...

            ANSWER

            Answered 2021-Jun-15 at 20:02

            You need to make use of re.sub callbacks:

            Source https://stackoverflow.com/questions/67990895

            QUESTION

            How to use a generic method to remove outliers only if they exist in R
            Asked 2021-Jun-15 at 19:58

            I am using a method to remove univariate outliers. This method only works if the vector contains outliers.

            How is it possible to generalize this method to work also with vectors without outliers. I tried with ifelse without success.

            ...

            ANSWER

            Answered 2021-Jun-15 at 19:58

            Negate (!) instead of using - which would work even when there are no outliers

            Source https://stackoverflow.com/questions/67992709

            QUESTION

            Regex to pick up text between markers and includes last mark
            Asked 2021-Jun-15 at 19:09

            looking for a quick solution to pick up the text following a numeric value that looks like this:

            text to extract

            ...

            ANSWER

            Answered 2021-Jun-04 at 07:28

            We can use re.findall here as follows:

            Source https://stackoverflow.com/questions/67832965

            QUESTION

            Find proportion of times each character(A,B,C,D) occurs in each column of a list which has 3 datasets
            Asked 2021-Jun-15 at 19:00

            I have a list (dput() below) that has 4 datasets.I also have a variable called 'u' with 4 characters. I have made a video here which explains what I want and a spreadsheet is here.

            The spreadsheet is not exactly how my data looks like but i am using it just as an example. My original list has 4 datasets but the spreadsheet has 3 datasets.

            Essentially i have some characters(A,B,C,D) and i want to find the proportions of times each character occurs in each column of 3 groups of datasets.(Check video, its hard to explain by typing it out)

            ...

            ANSWER

            Answered 2021-Jun-09 at 19:00

            We can loop over the list 'l' with lapply, then get the table for each of the columns by looping over the columns with sapply after converting the column to factor with levels specified as 'u', get the proportions, transpose, convert to data.frame (as.data.frame), split by row (asplit - MARGIN = 1), then use transpose from purrr to change the structure so that each column from all the list elements will be blocked as a single unit, bind them with bind_rows

            Source https://stackoverflow.com/questions/67909583

            QUESTION

            How can I combine rows of data when their character values are equal? (R)
            Asked 2021-Jun-15 at 18:02

            I have a dataset that was recorded by observation(each observation has its own row of data). I am looking to combine/condense these rows by the plant they were found on - currently a character variable. All other columns are numerical vales.

            EX:

            This is the raw data |Sci_Name|Honeybee_count|Other_bee_Obsevrved|Stem_count| |---|---|---|---| |Zizia aurea|1|5|10| |Asclepias viridiflora|15|1|3| |Viola unknown|0|0|4| |Zizia aurea|0|2|6| |Zizia aurea|3|6|3| |Asclepias viridiflora|8|2|17|

            and I want:

            Sci_Name Honeybee_count Other_bee_Obsevrved Stem_count Zizia aurea 4 13 19 Asclepias viridiflora 23 3 20 Viola unknown 0 0 4

            I am currently pulling this data from a CSV already in table form. I have been attempting to create a new table/data frame with one entry of each plant species, and blanks/0s for each other variable, which I can then use to c-binding the two together. This, however, has been clunky at best and I am having trouble figuring out how to have each row check itself. I am open to any approach, let me know what you think!

            Thanks :D

            ...

            ANSWER

            Answered 2021-Jun-15 at 18:02

            We can use the formula method in aggregate from base R. On the rhs of the ~, specify the grouping variable and on the lhs, use . for denoting the rest of the variables. Specify the FUN as sum and it will do the column wise sum by group

            Source https://stackoverflow.com/questions/67990582

            QUESTION

            Copy files incrementally from S3 to EBS storage using filters
            Asked 2021-Jun-15 at 15:28

            I wish to move a large set of files from an AWS S3 bucket in one AWS account (source), having systematic filenames following this pattern:

            ...

            ANSWER

            Answered 2021-Jun-15 at 15:28

            You can use sort -V command to consider the proper versioning of files and then invoke copy command on each file one by one or a list of files at a time.

            ls | sort -V

            If you're on a GNU system, you can also use ls -v. This won't work in MacOS.

            Source https://stackoverflow.com/questions/67985694

            QUESTION

            Correctly compute the divergence of a vector field in python
            Asked 2021-Jun-15 at 15:26

            I am trying to compute the divergence of a vector field:

            ...

            ANSWER

            Answered 2021-Jun-15 at 15:26

            Let me 1. explain the reason behind this observation, and 2. how to fix it.

            Reason:

            One needs to be careful about how the data is oriented when computing the divergence (or the gradient in general), since it is important to compute the gradient along the correct axis to obtain a physically valid result.

            np.meshgrid can output the mesh in two ways, depending on how you set the index parameter

            Index "xy" : Here, for every y value, we sweep the x-values.

            Source https://stackoverflow.com/questions/67974193

            Community Discussions, Code Snippets contain sources that include Stack Exchange Network

            Vulnerabilities

            No vulnerabilities reported

            Install numeric

            You can install using 'npm i numeric' or download it from GitHub, npm.

            Support

            For any new features, suggestions and bugs create an issue on GitHub. If you have any questions check and ask questions on community page Stack Overflow .
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            https://github.com/sloisel/numeric.git

          • CLI

            gh repo clone sloisel/numeric

          • sshUrl

            git@github.com:sloisel/numeric.git

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