etable | DataFrame structure in Go , similar to pandas | Analytics library

 by   emer Go Version: v1.0.41 License: BSD-3-Clause

kandi X-RAY | etable Summary

kandi X-RAY | etable Summary

etable is a Go library typically used in Analytics, Numpy, Pandas applications. etable has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

etable (or eTable) provides a DataTable / DataFrame structure in Go (golang), similar to pandas and xarray in Python, and Apache Arrow Table, using etensor n-dimensional columns aligned by common outermost row dimension. The e-name derives from the emergent neural network simulation framework, but e is also extra-dimensional, extended, electric, easy-to-use -- all good stuff.. :). See examples/dataproc for a full demo of how to use this system for data analysis, paralleling the example in Python Data Science using pandas, to see directly how that translates into this framework. See Wiki for how-to documentation, etc. and Cheat Sheet below for quick reference. As a general convention, it is safest, clearest, and quite fast to access columns by name instead of index (there is a map that caches the column indexes), so the base access method names generally take a column name argument, and those that take a column index have an Idx suffix. In addition, we adopt the GoKi Naming Convention of using the Try suffix for versions that return an error message. It is a bit painful for the writer of these methods but very convenient for the users..
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            kandi-support Support

              etable has a low active ecosystem.
              It has 81 star(s) with 8 fork(s). There are 4 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 18 open issues and 29 have been closed. On average issues are closed in 40 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of etable is v1.0.41

            kandi-Quality Quality

              etable has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              etable is licensed under the BSD-3-Clause License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              etable releases are available to install and integrate.
              Installation instructions are not available. Examples and code snippets are available.
              It has 17546 lines of code, 1449 functions and 101 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed etable and discovered the below as its top functions. This is intended to give you an instant insight into etable implemented functionality, and help decide if they suit your requirements.
            • Prjn2DIdx returns the index of the row where row and column index columns .
            • AvgCat finds the average of the given files .
            • Prjn2DShape is the same as Prjn2DShape
            • GroupByFunc sorts ids by function .
            • Prjn2DCoords returns the row and column coordinates .
            • AnalyzePlanets analyzes a Planets .
            • CovarTableCol computes a row of column column .
            • Slice32 copies src into dest .
            • Slice64 slices src into dest .
            • glomClust computes the GlomClust function .
            Get all kandi verified functions for this library.

            etable Key Features

            No Key Features are available at this moment for etable.

            etable Examples and Code Snippets

            Cheat Sheet,Index Views (Sort, Filter, etc),Filter
            Godot img1Lines of Code : 6dot img1License : Permissive (BSD-3-Clause)
            copy iconCopy
            nmcl := et.ColByName("Name") // column we're filtering on
            ix.Filter(func(t *Table, row int) bool {
            	// filter return value is for what to *keep* (=true), not exclude
            	// here we keep any row with a name that contains the string "in"
            	return strings.C  
            Cheat Sheet,Index Views (Sort, Filter, etc),Sort
            Godot img2Lines of Code : 6dot img2License : Permissive (BSD-3-Clause)
            copy iconCopy
            ix.SortColName("Name", etable.Ascending) // etable.Ascending or etable.Descending
            SortedTable := ix.NewTable() // turn an IdxView back into a new Table organized in order of indexes
            
            nmcl := et.ColByName("Name") // nmcl is an etensor of the Name colu  
            Cheat Sheet,Table Access
            Godot img3Lines of Code : 4dot img3License : Permissive (BSD-3-Clause)
            copy iconCopy
            val := et.CellFloat("ColName", row)
            
            str := et.CellString("ColName", row)
            
            tsr := et.CellTensor("ColName", row) // entire tensor at cell (a row-level SubSpace of column tensor)
            
            val := et.CellTensorFloat1D("ColName", row, cellidx) // idx is 1D index   

            Community Discussions

            QUESTION

            What is the easiest way to get the first stage F-statistic from an feols model?
            Asked 2022-Apr-18 at 02:02

            I am trying to extract the first stage F-statistic from an IV model run using feols in R. My ultimate goal is to report the statistic in a table exported using etable. What is the best way to do this?

            ...

            ANSWER

            Answered 2022-Apr-18 at 02:02

            Figured it out. The name of the first-stage F statistic is "ivf", and can be accessed via the fitstat function.

            Example:

            Source https://stackoverflow.com/questions/71890508

            QUESTION

            Multi line time series pandas
            Asked 2022-Feb-05 at 14:26

            I am trying to plot a multi line graph from pandas in python. I need three lines (positive, negative, neutral) and their number of occurrences during time. On the x-axis I would have the time, on the y- axis I would have the number of occurrences and I would have three lines in one graph. If there is no occurrence then it would be automatically zero (for example in th etable there is no occurrence for "negative" so in the graph the point would be zero). I am attaching the table that I would need to turn into graph.

            ...

            ANSWER

            Answered 2022-Feb-05 at 14:26

            You have just to unstack the classification index and plot the graph:

            Source https://stackoverflow.com/questions/70998724

            QUESTION

            How to rename complicated variable name in fixest etable
            Asked 2022-Jan-25 at 20:57

            I'm wondering how to change a complex variable name with dict in etable in fixest package.

            For example, I have a regression Y ~ x1 + x2:abs(x3):x4 and I'd like to change the name of x2:abs(x3):x4.

            I have tried

            ...

            ANSWER

            Answered 2022-Jan-25 at 20:57

            It works. It's likely a version problem:

            Source https://stackoverflow.com/questions/70763150

            QUESTION

            Is there any way to cross-reference fixest::etable()?
            Asked 2022-Jan-18 at 13:35
            Question

            Is there any way to cross reference fixest::etable()? I know etable is a simple method, but it's actually very useful. If there is a way to do this, it would be very helpful.

            The environment is Windows 10, using R 4.1.2 and running bookdown::render_book() in RStudio. The following is the file structure and the contents of each file.

            • index.Rmd
            • _bookdown.yml
            • _output.yml
            Source code

            index.Rmd

            ...

            ANSWER

            Answered 2022-Jan-18 at 13:35

            UPDATE: I have no idea why I missed the label argument. Anyway, @laurent-bergé is more correct.

            NOTE: This answer is translated from my original post (in Japanese).

            I guess fixest package have no options for the cross references on Rmd. Although it may be a kind of kludge, I found that you can insert LaTeX command in the title argument like the following.

            Source https://stackoverflow.com/questions/70476985

            QUESTION

            R plm vs fixest package - different results?
            Asked 2021-Oct-12 at 05:49

            I'm trying to understand why R packages "plm" and "fixest" give me different standard errors when I'm estimating a panel model using heteroscedasticity-robust standard errors ("HC1") and state fixed effects.

            Does anyone have a hint for me?

            Here is the code:

            ...

            ANSWER

            Answered 2021-Oct-09 at 07:12

            Actually the VCOVs are different.

            In plm vcovHC defaults to Arellano (1987) which also takes into account serial correlation. See documentation here.

            If you add the argument method = "white1", you end up with the same type of VCOV.

            Finally, you also need to change how the fixed-effects are accounted for in fixest to obtain the same standard-errors (see details on small sample correction here).

            Here are the results:

            Source https://stackoverflow.com/questions/69488168

            QUESTION

            Extract first stage results from feols() IV regression for modelsummary()
            Asked 2021-Oct-09 at 07:09

            I'd like to report the first and the second stage results from feols() IV regression using modelsummary(). I couldn't find a way (except running the first stage as a separate model).

            I can display first and second stage results using etable() like this:

            ...

            ANSWER

            Answered 2021-Oct-07 at 08:26

            The first-stage IV regression model summary can be generated with:

            Source https://stackoverflow.com/questions/69470678

            QUESTION

            How I can make each callendar item grow evenly?
            Asked 2021-Sep-20 at 17:37

            I have the following implementation of a callendar:

            ...

            ANSWER

            Answered 2021-Sep-20 at 15:24

            Add the following code to your CSS

            Source https://stackoverflow.com/questions/69256763

            QUESTION

            fixest::iplot(), dropping some factors
            Asked 2021-Jun-25 at 19:23

            I am using fixest (version 0.9.0), and I want to omit a numerical factor in the plot of the fixed effects generated by iplot().

            ...

            ANSWER

            Answered 2021-Jun-25 at 19:23

            It's a known bug, the developer is working on this issue: https://github.com/lrberge/fixest/issues/164.

            Source https://stackoverflow.com/questions/68077132

            QUESTION

            Trouble relating to DOM manipulation that is dependant on API data
            Asked 2021-Jun-21 at 17:29

            I am currently using the Ionic framework with Angular, I am having an issue related to "coloring" (for a lack of better term) these little status bars that I have in my applications start screen.

            Example:

            This is an example of the status bars working correctly

            And this is what it looks like on page load, this is the problem

            We have 5 departments, as can be seen in the image. If the department is finished working on part of the order, then their little square will turn green. If not, it is red.

            For reference, this is what the HTML looks like:

            ...

            ANSWER

            Answered 2021-Jun-21 at 17:29

            Try using ngStyle. It has two types of syntaxes, for your usecase I think binding a single attribute ([style.attr]=value) is the simplest approach:

            Source https://stackoverflow.com/questions/68070352

            QUESTION

            Composer: Fatal error: Uncaught Error: Call to undefined function
            Asked 2021-May-02 at 04:57

            I have my own functions stored in the helpers.php file in the helpers folder relative to the composer.json file.

            ...

            ANSWER

            Answered 2021-May-02 at 04:57

            According to the Composer documentation:

            Callbacks can only autoload classes from psr-0, psr-4 and classmap definitions. If a defined callback relies on functions defined outside of a class, the callback itself is responsible for loading the file containing these functions.

            so any files normally included as part of a files autoloader type won't be included in this specific case.

            As I see it, to get around this you have two options:

            • Move the helper functions into a helper class as static member functions and have that loaded via the Composer autoload mechanism (either psr-0 or psr-4)
            • Determine the location of the helpers.php file and require that in the migration file

            For the first, it would look something like (in app/Helpers.php):

            Source https://stackoverflow.com/questions/67321023

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

            Vulnerabilities

            No vulnerabilities reported

            Install etable

            You can download it from GitHub.

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