principles | potential outline for tidymodels/principles | Machine Learning library

 by   alexpghayes HTML Version: Current License: No License

kandi X-RAY | principles Summary

kandi X-RAY | principles Summary

principles is a HTML library typically used in Artificial Intelligence, Machine Learning applications. principles has no bugs, it has no vulnerabilities and it has low support. You can download it from GitHub.

I didn't have enough patience to wait for Max to make a tidymodels/principles repo, so I made this outline and filled in the smattering of notes I have.
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            kandi-support Support

              principles has a low active ecosystem.
              It has 10 star(s) with 2 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 4 open issues and 0 have been closed. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of principles is current.

            kandi-Quality Quality

              principles has no bugs reported.

            kandi-Security Security

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

            kandi-License License

              principles does not have a standard license declared.
              Check the repository for any license declaration and review the terms closely.
              OutlinedDot
              Without a license, all rights are reserved, and you cannot use the library in your applications.

            kandi-Reuse Reuse

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

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            principles Key Features

            No Key Features are available at this moment for principles.

            principles Examples and Code Snippets

            No Code Snippets are available at this moment for principles.

            Community Discussions

            QUESTION

            My binary recursion function to find the max value
            Asked 2021-Jun-11 at 02:00

            I am still learning recursion principles and trying to write a function which returns max of all values in an array by recursive calls with lower and upper halves of the array.

            I know i would need to find the mid point then split the list in two then recall the function to continue doing until each list is at length 1. I am just confused how to continue from there.

            Any help is appreciated.

            My function:

            ...

            ANSWER

            Answered 2021-Jun-11 at 02:00

            You were almost there, there were two mistake in code. The first is if condition if len(Left)> 1: and if len(Right)> 1: Those are not really needed. Infact they might even prevent you from reaching base case. The base case handles if the length of list reaches less than 1.

            The other was merging the solution from left and right. From left sublist you know 6 is biggest number while in right sublist, you know that 8 is biggest number. These number will be retuned recursively calling bin_max(input_list). So you should then compare the output from left and right to get the biggest element in list.

            Source https://stackoverflow.com/questions/67930278

            QUESTION

            Why does Qt use raw pointers?
            Asked 2021-Jun-10 at 10:45

            I have gone back to Qt/C++ programming recently after coding a lot with plain C++.

            When browsing StackOverflow, I often catch up on posts like "Why use pointers?" where in most cases the gist of the answers is "if you can avoid it, don't use them".

            When coding in C++, I now mostly try using stack variables which are passed by (const) reference or, if necessary, std::shared_ptr resp. std::unique_ptr where needed.

            Getting back to Qt, I found all those "principles" to be completely ignored apparently.

            I know that Qt uses its own memory management to take care of raw pointers, but here's my question:

            Why don't they at least use shared_ptr or unique_ptr, particularly since they even have an own implementation QSharedPointer?

            ...

            ANSWER

            Answered 2021-Jun-10 at 10:45

            Qt since versions 4.x was designed around imitating Java's framework ideology in C++ environment, using C++98 means. Instead of RAII approach of interaction it establishes "owner" - "slave" relation, in framework's term that's "parent" and "child". More of, Qt uses concept of PIMLP -private implementation. QObjects you operate with aren't real representation of what is happening, they are interfaces to completely hidden inner implementation.

            By design, you have to create a QObject-derived object of child element and pass ownership to the owning object . E.g. where a window is an owner, a Button inside window will be the "slave" object. When owner is deleted, all objects that were slaved to it will be deleted too. All QObjects are thread-aware, but QWidgets can work only in main thread. This creates a non-owning pointer:

            Source https://stackoverflow.com/questions/67918226

            QUESTION

            The approach for reducing the complexity of conditional statements
            Asked 2021-Jun-09 at 07:39

            There is one project challenge on freecodecamp about building a calculator and I just managed to pass all the tests but when looking back on my code, the section dealing with the operations are barely readable. I've read some articles online regarding how to reduce the complexity of conditionals and the principles to keep in mind for more easy-to-understand logic.

            However, figuring out the achievable logics for this task in javascript is quite challenging to me now. I was trying to meet two conditions with this section of code as follows:

            User Story #13: If 2 or more operators are entered consecutively, the operation performed should be the last operator entered (excluding the negative (-) sign). For example, if 5 + * 7 = is entered, the result should be 35 (i.e. 5 * 7); if 5 * - 5 = is entered, the result should be -25 (i.e. 5 * (-5)).

            User Story #14: Pressing an operator immediately following = should start a new calculation that operates on the result of the previous evaluation.

            Here is the link to the page for this particular challenge and this is the link to the code I wrote by far.

            Is there any tips and advice on refining the code or other approaches for coping with this part?

            ...

            ANSWER

            Answered 2021-Jun-09 at 07:39

            Break down the process to the basic steps:

            • get the operation(s) from the string
            • get the numbers from the string
            • do the operation

            Here's a snippet for this:

            Source https://stackoverflow.com/questions/67897105

            QUESTION

            Get every possible word from a text
            Asked 2021-Jun-05 at 14:43

            I have a text like this:

            ...

            ANSWER

            Answered 2021-May-24 at 18:10

            You can add it into set so that there wont be any duplicates and remove comma if not required :

            Source https://stackoverflow.com/questions/67676814

            QUESTION

            GitHub Actions Upload Artifact not finding provided path from npm run build
            Asked 2021-Jun-05 at 01:09

            I'm trying to set up a react website using CICD principles. I can run it locally, use 'npm run build' to get a build folder, and the website works fine when I manually push the files to S3. However, when I try to run the build and deployment through github actions, the upload-artifacts step gives the following warning: 'Warning: No files were found with the provided path: build. No artifacts will be uploaded.' Obviously the deploy job then fails since it can't find any artifacts to download. Why exactly is this happening? The build folder is definitely being created since running ls after the build lists it as one of the folders in the current working directory.

            ...

            ANSWER

            Answered 2021-Jun-05 at 01:09

            It turns out that my knowledge of github actions was incomplete. When setting a default working directory for jobs, the default directory is only used by commands that use 'run'. Hence all of the 'uses' actions are run in the base directory. I guess I've never encountered this issue since I've never tried uploading/downloading artifacts that weren't created in a base github directory.

            Fixed the issue by changing the path from 'build/' to 'frontend/build'.

            Source https://stackoverflow.com/questions/67831018

            QUESTION

            How to update local data after mutation?
            Asked 2021-Jun-01 at 22:24

            I want to find a better way to update local compoent state after executing mutation. I'm using svelte-apollo but my question is about basic principles. I have watchQuery which get list of items and returns ObservableQuery in component.

            ...

            ANSWER

            Answered 2021-Jun-01 at 22:24

            I believe in this case, you could use the cache.modify function to modify the cache directly if you’re looking to skip the network request from refetchQueries. Would that work for your use case? https://www.apollographql.com/docs/react/data/mutations/#making-all-other-cache-updates

            If you don’t mind the network request, I like using cache.evict to evict the data in the cache that I know changed personally. I prefer that to refetchQueries in most cases because it refetches all queries that used that piece of data, not just the queries I specify.

            Source https://stackoverflow.com/questions/67760700

            QUESTION

            How do I remove 'Nan' values while reading a PDF using tabula in python?
            Asked 2021-May-31 at 12:34

            I am using tabula-py to read my class timetable PDF file in python and the return value 'data' has a lot of 'nan' values that I cannot seem to clean. Can someone suggest a solution? Should I be using something instead of tabula-py? I've attached a link to the picture of the PDF. I have redacted some info from the PDF for privacy.1

            My code is as follows:

            ...

            ANSWER

            Answered 2021-May-31 at 12:34

            I figured it out. I realised, the problem was that the library was not reading the separations between the lines properly, so I set 'lattice=True'. This solved my problem about 50% and realised the program requires greater specificity.
            Downloaded Tabula for windows and found the coordinates of the entire table and also the separate columns. Fed that data into tabula-py under build options of 'area=' and 'columns=' . I realise using both attributes is probably overkill, but upon formatting into .csv, all my data is neatly placed in separate columns with no 'Nan' values. Attaching my code below:

            Source https://stackoverflow.com/questions/67762088

            QUESTION

            How to refactor ViewSet that retrieves records created by authenticated user
            Asked 2021-May-29 at 22:19

            I need these methods to retrieve/update/delete records created by authenticated user only. I'm clearly violating one of the key principles of web/software development. How can i refactor this viewset?

            ...

            ANSWER

            Answered 2021-May-29 at 22:19

            try to add get_queryset method and remove filtering by user in other methods:

            Source https://stackoverflow.com/questions/67746448

            QUESTION

            Python Tkinter OOP Layout Configuration
            Asked 2021-May-29 at 19:53

            I am trying to build an application with tkinter. The layout works without OO principles, but I am struggling to understand how I should move it to OO.

            The layout is as shown in the pic below. (1280x720px)

            I have the following:

            • banner on top with username/welcome message, and logo rh corner, columnspan=8
            • menu bar with buttons on the left, split into 2 rows (row1: rowspan 6, row2: rowspan=4)
            • working area (white block) that has a Frame, which I'll add a notebook to, each menu button opening a different notebook page.

            What is the best way to make this OO? (I am still learning, so very new to OO)

            ...

            ANSWER

            Answered 2021-May-29 at 19:53

            There is no straight translation possible, since everything depends on your needs. If you create a simple programm you can just create the class and create every Button,Label,Frame... in the constructor. When created you have to choose one of the layout managers grid,pack or place. After that you create your functions and you are done. If you deal with bigger projects and have a big amount of Labels, Buttons etc.. you maybe want to create containers for each. In your case you wont need a lot of functions and buttons, so you should maybe go with the basic approach:

            Source https://stackoverflow.com/questions/67754355

            QUESTION

            Azure Databricks with Storage Account as data layer
            Asked 2021-May-27 at 05:57

            I have just started working on a data analysis that requires analyzing high volume data using Azure Databricks. While planning to use Databricks notebook to analyze, I have come across different storage options to load the data a) DBFS - default file system from Databricks b) Azure Data Lake (ADLS) and c) Azure Blob Storage. Looks like the items (b) and (c) can be mounted into the workspace to retrieve the data for our analysis.

            With the above understanding, may I get the following questions clarified please?

            1. What's the difference between these storage options while using them in the context of Databricks? Do DBFS and ADLS incorporate HDFS' file management principles under the hood like breaking files into chunks, name node, data node etc?
            2. If I mount Azure Blob Storage container to analyze the data, would I still get the same performance as other storage options? Given the fact that blob storage is an object based store, does it still break the files into blocks and load those chunks as RDD partitions into Spark executor nodes?
            ...

            ANSWER

            Answered 2021-May-27 at 05:57

            DBFS is just an an abstraction on top of scalable object storage like S3 on AWS, ADLS on Azure, Google Storage on GCP.

            By default when you create a workspace, you get an instance of DBFS - so-called DBFS Root. Plus you can mount additional storage accounts under the /mnt folder. Data written to mount point paths (/mnt) is stored outside of the DBFS root. Even though the DBFS root is writeable, It's recommended that you store data in mounted object storage rather than in the DBFS root. The DBFS root is not intended for production customer data, as there are limitations, like lack of access control, you can't access storage account mounted as DBFS Root outside of workspace, etc.

            The actual implementation of the storage service like namenodes, etc. are really abstacted away - you work with HDFS-compatible API, but under the hood implementation will differ depending on the cloud and flavor of storage. For Azure, you can find some details about their implementation in this blog post.

            Regarding the second question - yes, you still should get the splitting of files into chunks, etc. There are differences between Blob Storage & Data Lake Storage, especially for ADLS Gen 2 that have better security model and may better optimized for big data workloads. This blog post describes differences between them.

            Source https://stackoverflow.com/questions/67707700

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            Install principles

            You can download it from GitHub.

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