paradox | Deep-Learning framework from scratch | Machine Learning library

 by   ictxiangxin Python Version: Current License: No License

kandi X-RAY | paradox Summary

kandi X-RAY | paradox Summary

paradox is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Tensorflow applications. paradox has no vulnerabilities, it has build file available and it has high support. However paradox has 1 bugs. You can download it from GitHub.

Deep-Learning framework from scratch
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              paradox has a highly active ecosystem.
              It has 45 star(s) with 13 fork(s). There are 5 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 2 open issues and 1 have been closed. On average issues are closed in 1255 days. There are no pull requests.
              OutlinedDot
              It has a negative sentiment in the developer community.
              The latest version of paradox is current.

            kandi-Quality Quality

              paradox has 1 bugs (0 blocker, 0 critical, 1 major, 0 minor) and 38 code smells.

            kandi-Security Security

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

            kandi-License License

              paradox 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

              paradox releases are not available. You will need to build from source code and install.
              Build file is available. You can build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              paradox saves you 1680 person hours of effort in developing the same functionality from scratch.
              It has 3726 lines of code, 598 functions and 41 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed paradox and discovered the below as its top functions. This is intended to give you an instant insight into paradox implemented functionality, and help decide if they suit your requirements.
            • Set the variables
            • Add a layer to the graph
            • Adds a layer to the network
            • Reads the training image
            • Read a MNIST label file
            • Read an MNIST image file
            • Calculate a regularization layer
            • Adds a new regularization term
            • Train the model
            • Run plugins
            • Compute gradient of the gradient of the gradient
            • Set the optimizer object
            • Optimize the gradient
            • Compute gradient of symbol
            • Sets the data
            • Returns the symbol of the input symbol
            • Sets the loss object
            • Ends the batch normalization layer
            • Adds a layer to the graph
            • Calculate the gradient of the gradient
            • Creates the graph connection
            • Begins the prediction
            • End iteration
            • Compute the gradient of the gradient of a function
            • Optimizes the gradient
            • Simplify a symbol
            Get all kandi verified functions for this library.

            paradox Key Features

            No Key Features are available at this moment for paradox.

            paradox Examples and Code Snippets

            No Code Snippets are available at this moment for paradox.

            Community Discussions

            QUESTION

            How to extract mlr3 tuned graph step by step?
            Asked 2021-Jun-09 at 07:49

            My codes in following

            ...

            ANSWER

            Answered 2021-Jun-08 at 09:22

            To be able to fiddle with the models after resampling its best to call resample with store_models = TRUE

            Using your example

            Source https://stackoverflow.com/questions/67869401

            QUESTION

            Call global instance of a class object inside its constructor
            Asked 2021-May-20 at 09:29

            It may sound weird as what the title says. Why not just use this to call any members than use a global instance of the class itself. But in a project, I just realized I do write such kinds of codes after I finished and reviewed them.

            Here is a piece of prefabricated sample codes.

            ...

            ANSWER

            Answered 2021-May-20 at 09:29

            In fact, the standart (n4659 15.7 [class.cdtor] §3)explicitely allows that

            member functions, including virtual functions (13.3), can be called during construction or destruction

            Apparently, this code uses the object foo in its constructor before that object is fully constructed which should be UB. But as the shown code only uses that object, it will be the first Foo ever constructed. At the moment when its constructor is called, foo is this and calling bar on it is legal.

            But if the application contains any other Foo object of static or thread storage duration in a different translation unit, or in the same translation unit but before foo, then the program will invoke UB:

            Source https://stackoverflow.com/questions/67616994

            QUESTION

            Redux Toolkit linting paradox
            Asked 2021-May-19 at 17:01

            I have defined a Redux Toolkit slice within a file, searchSlice.js, which is responsible for querying an API and storing the response data in the store's state. It currently looks like this:

            ...

            ANSWER

            Answered 2021-May-19 at 17:01

            When you are dealing with a cycle you need to figure out which makes sense as the dependency and which is the dependent. In this case it is easier to remove the reducer from the thunk than it is to remove the thunk from the reducer.

            You can fix the dependency by removing the additional dispatched updateQuery action from the thunk and handling that logic in your reducer instead. You can access the (confusingly named) payload variable from your thunk in the getMovies.pending case reducer through the action.meta.arg property, which contains the argument that you called the thunk action creator with.

            Source https://stackoverflow.com/questions/67577854

            QUESTION

            How to use BDE dbiDoRestructure to add fields in Delphi 10.4?
            Asked 2021-Apr-08 at 11:20

            I am trying to make a function to add / delete / modify fields of Paradox Tables using BDE.dbiDoRestructure (see my other question BDE dbidorestructure returns empty table), but while I get the Table restructured properly and the grid shows the correct number of data-rows, all its data cells are empty.

            ...

            ANSWER

            Answered 2021-Mar-29 at 11:54

            This is some code which adds one or more fields to a TTable. On completion, the values in the original fields of the table are correctly displayed in a DBGrid. Other necessary routines are set out below.

            To use the code, please create a new project and add a TTable, TDataSource and a TDBGrid connected up in the usual way and also a TButton to its main form.

            Source https://stackoverflow.com/questions/66851948

            QUESTION

            Dataweave error "Types `Array` and `Number` can not be compared
            Asked 2021-Mar-29 at 07:16

            I am learning Mulesoft 4 and trying to run a filter on a list of books. In the Transform message, there are no errors and in the preview, the books are filtered by price as expected.

            When I run the request in my REST client, I get the following 500 Server Error error. When I remove the filter, I get a successful post in REST. I set a breakpoint on the Transform component and got the error below. How can I fix this?

            Books input payload

            Detailed error description

            ...

            ANSWER

            Answered 2021-Mar-28 at 00:46

            Updating the answer with the screenshot from Studio:

            Script within a Mule app in studio:

            Result of the execution of the DW script, for the payload mentioned in the Assumed Input section

            ===============================================================

            I am assuming your input payload looks something like below as if i leave the filter outside i can reproduce the error that you get, attributing to the datatype of the book [].

            Assumed Input:

            Source https://stackoverflow.com/questions/66830052

            QUESTION

            BDE dbidorestructure returns empty table
            Asked 2021-Mar-26 at 05:23

            In my (Delphi Sydney, Win 10) application I use BDE (yes even today). I want to modify its existed (Paradox) tables when I change/alter/drop fields. I found a freeware component (TFieldUpdate v1.1, by Nathanial Woolls) that works except that it can't drop fields and works for a field at a time. So I found here (http://www.delphigroups.info/2/5a/37309.html) another code snipet that hasn't these limitations. I modified it as bellow

            ...

            ANSWER

            Answered 2021-Mar-24 at 17:28

            I got nowhere trying to correct your code even after spending several hours on it, so I started again from scratch. I think you will find that the code below correctly removes a field from a TTable while retaining the correct contents of the remaining record fields.

            The DeleteField routine is a stand-alone procedure, but you should find it straightforward to integrate with your existing code. If you want to add or modify fields, I suggest that you start from Mr Sprenger's code as posted in the link. Personally, if I were you I would abandon your RestructureTable as I don't think it is salvageable, I'm afraid.

            My Main form has a TTable named DestTable, a DBGrid and a Datasource connected up as you would expect. I then add the code below.

            Source https://stackoverflow.com/questions/66734885

            QUESTION

            Scrapy Python script gives raise TypeError("Cannot mix str and non-str arguments")
            Asked 2021-Mar-23 at 01:21

            Hi I am new to programming and am running into this seemingly extremly common problem but honestly none of the answers I have seen helped me in my case.

            My code is:

            ...

            ANSWER

            Answered 2021-Mar-23 at 01:21

            Had kind of a circular route to get this one, but I think the debugging process would be instructive.

            It's tougher to diagnose this without the json file the program is calling, but it looks like your problem is on this line: url = response.urljoin(offer_row.css('div.buy-btn-cell a::attr(href)')).get(),

            From How Can I Fix "TypeError: Cannot mix str and non-str arguments"?

            According to the Scrapy documentation, the .css(selector) method that you're using, returns a SelectorList instance. If you want the actual (unicode) string version of the url, call the extract() method:

            So I tried:

            url = response.urljoin(offer_row.css('div.buy-btn-cell a::attr(href)').extract()).get(),

            But I still get the same error. Strange!

            To diagnose, I dropped a breakpoint() into the spider here:

            Source https://stackoverflow.com/questions/66753721

            QUESTION

            Two-level stacked learner (enseble model) combining elastic net and logistic regression using mlr3
            Asked 2021-Mar-20 at 02:24

            I try to solve a common problem in medicine: the combination of a prediction model with other sources, eg, an expert opinion [sometimes heavily emphysised in medicine], called superdoc predictor in this post.

            This could be solved by stack a model with a logistic regression (that enters the expert opinion) as described on page 26 in this paper:

            Afshar P, Mohammadi A, Plataniotis KN, Oikonomou A, Benali H. From Handcrafted to Deep-Learning-Based Cancer Radiomics: Challenges and Opportunities. IEEE Signal Process Mag 2019; 36: 132–60. Available here

            I've tried this here without considering overfitting (I did not apply out of fold predictions of the lower learner):

            Example data

            ...

            ANSWER

            Answered 2021-Mar-17 at 00:10

            I think mlr3 / mlr3pipelines is well suited for your task. It appears that what you are missing is mainly the PipeOpSelect / po("select"), which lets you extract features based on their name or other properties and makes use of Selector objects. Your code should probably look something like

            Source https://stackoverflow.com/questions/66644375

            QUESTION

            How to fix my header getting cut off on mobile browsers?
            Asked 2021-Mar-04 at 20:10

            I need help with fixing my header I can not find the problem! At the beginning it looks fine but when you scroll down it cuts part of it off. But when you scroll back up it goes normal. I think it is with the hamburger menu because when you click on it, it increases the cut off. Here is the link to the website. https://perfectparadox8400.000webhostapp.com/ and here is a gif of what happens!

            Link to the picture of what happens!

            I only happens when you are on a phone. I used the inspector tools to test it and I did try it on a phone to.

            Here is the header code.

            ...

            ANSWER

            Answered 2021-Mar-04 at 16:16

            You adding the on scroll shrink effect to the header

            There is two ways to solve this

            1. removing header-scrolled css or change the height of header-scrolled to according to main height mentioned in headerrr css

            Source https://stackoverflow.com/questions/66478259

            QUESTION

            Windows Terminal-PowerShell some glyph icons are not rendering when using Cascadia code PL
            Asked 2021-Mar-03 at 17:50

            I am using windows terminal - PowerShell core 7.

            Cascadia code version - 2102.25
            font face: cascadia code PL

            theme: Paradox, The glyph before 3.8.3 is not rendering.

            theme: Aliens, The glyph before ~2 is not rendering.

            theme: AgnosterPlus, The many glyphs are not rendering.

            Many other themes also, some glyphs are not rendering.

            ...

            ANSWER

            Answered 2021-Mar-03 at 17:49

            I have finally found a solution. The new Cascadia code PL does not support many glyphs like home, python, etc. The solution is to use Cascadia code nerd fonts patched.

            Download the Cascadia code nerd font complete patched version from the link below. https://github.com/AaronFriel/nerd-fonts/releases/tag/v1.2.0

            credits: AaronFriel

            Source https://stackoverflow.com/questions/66457232

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

            Vulnerabilities

            No vulnerabilities reported

            Install paradox

            You can download it from GitHub.
            You can use paradox like any standard Python library. You will need to make sure that you have a development environment consisting of a Python distribution including header files, a compiler, pip, and git installed. Make sure that your pip, setuptools, and wheel are up to date. When using pip it is generally recommended to install packages in a virtual environment to avoid changes to the system.

            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 .
            Find more information at:

            Find, review, and download reusable Libraries, Code Snippets, Cloud APIs from over 650 million Knowledge Items

            Find more libraries
            CLONE
          • HTTPS

            https://github.com/ictxiangxin/paradox.git

          • CLI

            gh repo clone ictxiangxin/paradox

          • sshUrl

            git@github.com:ictxiangxin/paradox.git

          • Stay Updated

            Subscribe to our newsletter for trending solutions and developer bootcamps

            Agree to Sign up and Terms & Conditions

            Share this Page

            share link