adios | ADIOS : Architectures Deep In Output Space | Machine Learning library

 by   alshedivat Python Version: v0.2 License: MIT

kandi X-RAY | adios Summary

kandi X-RAY | adios Summary

adios is a Python library typically used in Institutions, Learning, Education, Artificial Intelligence, Machine Learning, Deep Learning applications. adios has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can download it from GitHub.

ADIOS is implemented as a thin wrapper around Keras' Graph model (i.e., multiple-input multiple-output deep architecture) by adding the adaptive thresholding functionality as described in the paper. adios.utils.assemble.assemble helper function provides and handy way to construct ADIOS and MLP models from config dictionaries. Configs can be generated from templates using adios.utils.jobmab.gen_configurations. Examples of templates are given in configs/ folder in YAML format. Additionally, we provide utility functions for hyperparameter or architecture search using Jobman. All example scripts are given in scripts/. Note: keras.models.Graph is no longer supported starting from keras-v1.0 as of April, 2016. The current version of ADIOS uses the legacy code, keras.legacy.models.Graph.
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            kandi-support Support

              adios has a low active ecosystem.
              It has 6 star(s) with 4 fork(s). There are 2 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 1 open issues and 2 have been closed. On average issues are closed in 5 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of adios is v0.2

            kandi-Quality Quality

              adios has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              adios 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

              adios releases are available to install and integrate.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              It has 989 lines of code, 47 functions and 18 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed adios and discovered the below as its top functions. This is intended to give you an instant insight into adios implemented functionality, and help decide if they suit your requirements.
            • Train the adios model
            • Predictions for the given data
            • Assemble adios
            • Compute the f1 measure of each output
            • Expand a nested structure
            • Generate a batch of data
            • Compute the thresholds for the given data
            • Train the MLP model
            • Assemble LLC model
            • Fit the thresholding model to the given data
            • Return an argument parser
            • Generate search space
            • Compute the F1 measure for each output
            • Assemble model parameters
            • Predict the threshold for the given data
            Get all kandi verified functions for this library.

            adios Key Features

            No Key Features are available at this moment for adios.

            adios Examples and Code Snippets

            Citation
            Pythondot img1Lines of Code : 7dot img1License : Permissive (MIT)
            copy iconCopy
            @inproceedings{cisse2016adios,
              title={ADIOS: Architectures Deep In Output Space},
              author={Cisse, Moustapha and Al-Shedivat, Maruan and Bengio, Samy},
              booktitle={Proceedings of The 33rd International Conference on Machine Learning},
              pages={277  
            Requirements
            Pythondot img2Lines of Code : 1dot img2License : Permissive (MIT)
            copy iconCopy
            $ pip install -r requirements.txt
              
            Installation
            Pythondot img3Lines of Code : 1dot img3License : Permissive (MIT)
            copy iconCopy
            $ python setup.py develop [--user]
              

            Community Discussions

            QUESTION

            Merge objects from two arrays of object based in the index
            Asked 2021-Nov-06 at 18:44

            i searched a lot about this but i do not find anything that can enlight me about my issue:

            I have this code:

            ...

            ANSWER

            Answered 2021-Nov-05 at 21:29

            You could compare the items and if same omit the second item.

            Source https://stackoverflow.com/questions/69859376

            QUESTION

            Java store inventory
            Asked 2021-Aug-12 at 18:16

            I have to create a java program that does the following:

            receive the following string:

            ...

            ANSWER

            Answered 2021-Aug-12 at 18:16

            You have to change and add a few things in order to achieve what you want.

            Your UML shows that the Producto class have no temperatura field, Also rename the field refrigerado to nombre as stated in the UML. So remove it and fix the constructor:

            Source https://stackoverflow.com/questions/68761765

            QUESTION

            How do I count the playerwins for my code
            Asked 2021-May-17 at 09:11

            Aye, so I have this assignment to make a rock, paper, scissor game. I did mostly everything right (maybe), but I can't figure out how to count the playerwins at the end when stopping a game of rock, paper, scissors. It is the one thing I am missing when running and stopping the code.

            Playerwins are at the very bottom and the very top. The code is long as hell, but im new at coding and don't know how to make it less redundant.

            ...

            ANSWER

            Answered 2021-May-17 at 08:28

            The first thing you need when you program any game is that you need a game loop, which runs the game until the user exits it. Interestingly, you opt for recursively calling main, which is also possible (although it could theoretically overload stack, which probably won't happen in this simple case but could be a real problem in a game that loops many times per second for a long time).

            So the easiest fix would be to move the playerwins variable out of the main function (then you need to make it static as well) but the correct code that builds better habits for later work would be to use another while loop instead of recursively calling main.

            Normally, beginners start with iterative code and discover recursion later, so it is nice that you discover it so early, but unfortunately that is not the correct case for it, but keep it in your pocket for other occasions.

            Source https://stackoverflow.com/questions/67566004

            QUESTION

            How to center text next to an float image in tailwindcss
            Asked 2021-Mar-23 at 13:46

            Hi im trying to center 2 lines of text vertical next to an image that has an float propertie im using tailwindcss for my styling has anyone any idea how do this

            ...

            ANSWER

            Answered 2021-Mar-23 at 13:46

            A more modern approach is using flexbox instead of floats. Just add the classes flex and items-center to the parent and let flexbox do it's magic.

            Source https://stackoverflow.com/questions/66764050

            QUESTION

            python (t := tqdm(...)) ... t.set_description works on v3.8.5 but throws an invalid syntax error " := " on v3.7.3. any ideas?
            Asked 2021-Mar-09 at 21:10

            so this works on my pc running v3.8.5 but on my pc with python v3.7.3 it throws a syntax error and points to ' := ' as the error.

            ...

            ANSWER

            Answered 2021-Mar-09 at 21:10

            The walrus operator is a new addition in Python 3.8. See PEP 572:

            https://www.python.org/dev/peps/pep-0572/

            Source https://stackoverflow.com/questions/66554781

            QUESTION

            Type has no member 'Subscript'
            Asked 2021-Mar-06 at 18:57

            I am currently learning programming in Swift from a course I bought on Udemy.

            One of the things I am doing now is to build a quiz app. As a final challenge on the quiz app, I am converting the app to be a multiple choice quiz instead of just true or false.

            Note: At this stage I have just learned about the MVC design pattern, and the challenge requires to keep it in this way.

            So I have mapped out what I need to do, but I am running into a problem where I get the error "Type 'Question' has no member 'Subscript'.

            I tried to search for this on Stackoverflow, but I haven't been able to figure out why this affects my code.

            So this is my QuizBrain.

            ...

            ANSWER

            Answered 2021-Mar-06 at 18:57

            QUESTION

            How to use async await in Nuxt.js?
            Asked 2021-Feb-14 at 09:52

            Tried to make async/await work in Nuxt, but I don't know why it doesn't work anywhere.

            In the created hook, it just doesn't wait for the setTimeout, and activates the second console.log(). In the methods, it does not recognize the this in addition to the setTimeout skipping it.

            Can someone give me an example of how it should be spelled correctly for it to work? I'm using Nuxt.

            ...

            ANSWER

            Answered 2021-Feb-14 at 04:30

            await only awaits a Promise or an async call (which resolves to a Promise). When you await anything other than a Promise, it returns immediately. Since setTimeout does not return a Promise (it returns a timer ID), the await call on that line returns immediately.

            To make that await actually wait for the setTimeout to complete, wrap it in a Promise:

            Source https://stackoverflow.com/questions/66192243

            QUESTION

            Why use the const char* form for a string
            Asked 2021-Feb-08 at 03:38

            Take the following two forms of creating a string:

            ...

            ANSWER

            Answered 2021-Feb-08 at 03:38

            As KamilCuk pointed out, modifying const char* pt1 = "Hello"; gives you an error already at compile time, when you can just fix the code, recompile, and everything is fine. Modifying char* pt1 = "Hello"; throws the error at runtime, and you do not want all your 1 million users to redownload and reinstall your program (You would have to first buy a better internet connection for that). So, you definitely should use const char*.

            Source https://stackoverflow.com/questions/66093266

            QUESTION

            Is it possible to keep the img tags and ONLY THE TEXT of other tags with Jquery?
            Asked 2020-Oct-17 at 23:26

            I have this example of Html code:

            ...

            ANSWER

            Answered 2020-Oct-17 at 21:37

            One possible solution, though I can't help but feel it could be optimised, is as below:

            Source https://stackoverflow.com/questions/64407176

            QUESTION

            How to terminate scanf after a few seconds?
            Asked 2020-Oct-16 at 00:21

            I'm using signals in C language. The program consists in wait a few seconds for a user keyboard input if the time ends, the program terminates. However, I always have to enter text although time was over if not the program never ends. Is there any way to avoid scanf?

            Here is my code

            ...

            ANSWER

            Answered 2020-Oct-14 at 02:43

            You are almost there—set the alarm first, and call scanf afterwards. The signal will interrupt the call to read() inside scanf(), which causes scanf() to return immediately.

            Source https://stackoverflow.com/questions/64345721

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

            Vulnerabilities

            No vulnerabilities reported

            Install adios

            To use the code, we recommend installing it as Python package in the development mode as follows:. The --user flag (optional) will install the package for a given user only.

            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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