golgi | library built on top of Gorgonia | Machine Learning library

 by   gorgonia Go Version: Current License: MIT

kandi X-RAY | golgi Summary

kandi X-RAY | golgi Summary

golgi is a Go library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. golgi has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

Golgi is a package that makes creating neural networks with Gorgonia simpler. Common neural network patterns are supported. It is best used with the qol package (gorgonia.org/qol).
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              golgi has a low active ecosystem.
              It has 23 star(s) with 4 fork(s). There are 13 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 1 have been closed. On average issues are closed in 718 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of golgi is current.

            kandi-Quality Quality

              golgi has no bugs reported.

            kandi-Security Security

              golgi has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              golgi is licensed under the MIT License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              golgi releases are not available. You will need to build from source code and install.

            Top functions reviewed by kandi - BETA

            kandi has reviewed golgi and discovered the below as its top functions. This is intended to give you an instant insight into golgi implemented functionality, and help decide if they suit your requirements.
            • Apply applies a and returns b .
            • ConsConv returns a conv layer .
            • ConsMaxPool is a wrapper around ConsMaxPool .
            • ConsLSTM creates a LSTM from an input input .
            • WithSize sets the size of the layer
            • ConsLayerNorm creates a LayerNorm using the provided input input .
            • GeLUFn computes a new LUF node .
            • ConsFC builds a FC layer .
            • activate a new gate .
            • WithName sets the name of the layer .
            Get all kandi verified functions for this library.

            golgi Key Features

            No Key Features are available at this moment for golgi.

            golgi Examples and Code Snippets

            No Code Snippets are available at this moment for golgi.

            Community Discussions

            QUESTION

            Spliting String with multi comma
            Asked 2021-May-11 at 14:10

            How is it splitted below text? It contains comma seperated values but some inner values has also comma. However we know that each group starts with GO:XX pattern.

            GO:0048193, BP, Golgi vesicle transport, GO:0030198, BP, extracellular matrix organization, GO:0006903, BP, vesicle targeting, GO:0043062, BP, extracellular structure organization, GO:0048199, BP, vesicle targeting, to, from or within Golgi, GO:0031012, CC, extracellular matrix, GO:0062023, CC, collagen-containing extracellular matrix, GO:0005581, CC, collagen trimer, GO:0044420, CC, extracellular matrix component, GO:0030020, MF, extracellular matrix structural constituent conferring tensile strength, GO:0005201, MF, extracellular matrix structural constituent

            I used this regex pattern but not working for multi comma values: (like in GO:0048199)

            ...

            ANSWER

            Answered 2021-May-11 at 14:03

            You could use a lookahead:

            Source https://stackoverflow.com/questions/67488322

            QUESTION

            supsample from list of data frames entries with "character"
            Asked 2020-Oct-29 at 19:16

            I got a list that contains 9 data frames and each data frame contains the following lines:

            ...

            ANSWER

            Answered 2020-Oct-29 at 19:16

            As commented, your earlier search returns an empty data frame since the searched term is part of the larger strings in the character column, GO_NAME. Therefore, instead of == or%in% operators which expects whole word matches, consider grep to search string patterns within larger string:

            Source https://stackoverflow.com/questions/64537531

            QUESTION

            Creating figure with multiple box plots in ggplot2
            Asked 2020-Aug-25 at 16:46

            I have some issues trying to plot multiple boxplots in single figure using ggplot, even though I can easily do that in vanilla R. I tried to google for answers for quite a few hours, but I couldn't find anyone who had same problem as me.

            So basically, I have a data frame with 25 columns

            ...

            ANSWER

            Answered 2020-Aug-25 at 15:17

            If you use ggplot and bring your data into a tidy form (i.e. long format), you can use easily use ggplot to plot several boxplots at once, as suggested in the comments.

            I'm not sure if I completely understand what you're after, but if you want one boxplot per compartiment, combining the gene expression of all genes present in said compartiment, this is a possible solution (I didn't use all your data as it is quite an effort to get it into R in the way you present it):

            Source https://stackoverflow.com/questions/63580653

            QUESTION

            How to remove punctuation and irrelevant words with stopwords (Text Mining)
            Asked 2020-Aug-13 at 17:53

            The libraries I'm using are:

            ...

            ANSWER

            Answered 2020-Aug-13 at 17:53

            Here is a script to clean the column. Note you may want to add more words to the stopword set to meet your requirements.

            Source https://stackoverflow.com/questions/63400139

            QUESTION

            How can I create a JavaScript Variable with my php Variable in a While loop?
            Asked 2020-Feb-25 at 13:16

            I am making a web with information from a MySQL database and I want pictures to appear after clicking a buttom.

            ...

            ANSWER

            Answered 2020-Feb-24 at 13:38

            first a little advice, separate php, javascript and html. Together it is difficult to read and maintain. Otherwise you create a function at each pass of the loop. It doesn't bother me that nothing works like that. Try it like this:

            Send the id of your image as a parameter to the function. A single function, which will be after the loop.

            Source https://stackoverflow.com/questions/60364233

            QUESTION

            Merge a tab print into a data frame with the id that generate the print
            Asked 2019-Feb-28 at 10:19

            I use a python function which returns a tab format for each i in a data frame. Here is an exemple:

            Here is the code I use to generate a tab format for each print:

            ...

            ANSWER

            Answered 2019-Feb-28 at 10:19

            You could output the function to create a list-of-lists

            Source https://stackoverflow.com/questions/54922228

            QUESTION

            Using awk on all columns for just part of column content
            Asked 2018-Aug-16 at 06:51

            I trying to find a solution for the following. I have a list of gene IDs in my first column and in all the other columns the related GO terms. The number of columns behind each gene ID is therefor variable. As follows the first few lines:

            ...

            ANSWER

            Answered 2018-Aug-16 at 06:51

            QUESTION

            How to parse sub path of an XML file using XML2 package
            Asked 2018-Jul-03 at 05:18

            I have the following xml page that looks like this which I need to parse using xml2

            However, with this code, I cannot get the list under the subcellularLocation xpath :

            ...

            ANSWER

            Answered 2018-Jul-03 at 05:14

            If you don't mind, you can use the rvest package:

            Source https://stackoverflow.com/questions/51146288

            QUESTION

            Retain only unique/distinct columns for each row of an input table
            Asked 2017-Dec-06 at 10:03

            I have a very large data frame (nrow=~273,000) which I've subset as an example below: Each row is a protein name(s) and has various numbers of columns that lists the subcellular structures in which they can be found in human cells. 1) I would like to remove duplicate entries for each row and am struggling with this (code below). 2) I would then like to be able to count how many columns (subcellular structures) each gene can be found in.

            Background: I got this data from Uniprot and cleaned it up as best as I could using regex but there are still some cases where there are rows with duplicate entries (e.g. FMR1 lists Chromosome 2x, Cytoplasm 3x and Plasma Membrane 2x - furthermore there are some blank columns in between them)

            ...

            ANSWER

            Answered 2017-Dec-06 at 10:03

            This may be one way to go. Since your expected result is a character vector, I cannot visualize the final output. Yet, you said you want to check how many columns each protein appears in in the data. I hope the outcome I have is what you are after.

            First, I converted all columns to character. Then, I converted the data to long format one using gather(). For each subcellular structure group (i.e., subcellular), I added row indices (e.g., 1 means the 1st row in your original data), and trim white space. Then, remove any rows with NA in protein. Remove any rows with "" and " ". Now tidying up is done. For each row (i.e., row.index), remove duplicated protein types. Ungroup the data, and finally count how many columns each protein appears (i.e., sucellular structure). Basically, you want to count how many times each protein appear in the data set by this time.

            With your sample data, I got the following result. But I am not sure if this is what you want. (I am off to bed now. So I cannot help you for some hours. If anybody can jump in, please do so.)

            Source https://stackoverflow.com/questions/47651093

            QUESTION

            Counting number of words, seperated by comma ",", in each column of a data frame in R
            Asked 2017-Nov-20 at 09:37

            I have a dataset I downloaded from The Human Protein Atlas which has annotations for the subcellular localization of 12,004 proteins. This file I've subset to only include "Gene name" and then 4 columns for how reliable that location is (based on immunofluorescently stained cells). Theses are "Validated">"Supported">"Approved">"Uncertain".

            I've came up with a scoring system I would like to apply to LC-MS spectral count dataset I have by 1) weighing the quality of annotation and 2) penalizing how many locations the protein is found in image of proposed scoring system.

            The TLDR is that I need to count how many terms there is in each column of the following data set and get a dataframe of this information.

            ...

            ANSWER

            Answered 2017-Nov-19 at 17:37

            We can use str_count. Loop over the columns except the first one (lapply(df[-1], ..), get the count of ; add 1 to it, check for cases where there is empty string and replace those elements with NA

            Source https://stackoverflow.com/questions/47379863

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

            Vulnerabilities

            No vulnerabilities reported

            Install golgi

            You can download it from GitHub.

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