compose | A machine learning tool for automated prediction engineering. It allows you to easily structure pred | Machine Learning library

 by   alteryx Python Version: v0.10.1 License: BSD-3-Clause

kandi X-RAY | compose Summary

kandi X-RAY | compose Summary

compose is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning applications. compose has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However compose build file is not available. You can install using 'pip install compose' or download it from GitHub, PyPI.

Compose is a machine learning tool for automated prediction engineering. It allows you to structure prediction problems and generate labels for supervised learning. An end user defines an outcome of interest by writing a labeling function, then runs a search to automatically extract training examples from historical data. Its result is then provided to Featuretools for automated feature engineering and subsequently to EvalML for automated machine learning. The workflow of an applied machine learning engineer then becomes:. By automating the early stage of the machine learning pipeline, our end user can easily define a task and solve it. See the documentation for more information.
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            kandi-support Support

              compose has a low active ecosystem.
              It has 409 star(s) with 40 fork(s). There are 29 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 19 open issues and 98 have been closed. On average issues are closed in 115 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of compose is v0.10.1

            kandi-Quality Quality

              compose has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              compose 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

              compose releases are available to install and integrate.
              Deployable package is available in PyPI.
              compose has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions, examples and code snippets are available.
              compose saves you 900 person hours of effort in developing the same functionality from scratch.
              It has 2422 lines of code, 215 functions and 45 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed compose and discovered the below as its top functions. This is intended to give you an instant insight into compose implemented functionality, and help decide if they suit your requirements.
            • Perform a search on the given dataframe .
            • Bins the target columns .
            • Plot the counts histogram .
            • Describes label times .
            • Add time to a dataframe .
            • Check if the given label is a valid label .
            • Read label times from file .
            • Returns a pandas dataframe
            • Slice a Pandas DataFrame .
            • Read data from path
            Get all kandi verified functions for this library.

            compose Key Features

            No Key Features are available at this moment for compose.

            compose Examples and Code Snippets

            Сhange start day of the week for LabelMaker (composeml libraries)
            Pythondot img1Lines of Code : 59dot img1License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import pandas as pd
            
            records = []
            for time in  pd.date_range(start='2020-11-16', periods=15, freq='d'):
                record = {'transaction_time': time, 'day_name': time.day_name()}
                records.append(record)
            
            df = pd.DataFrame(records).assign(cust
            (Featuretools) How are aggregate feature primitives calculated?
            Pythondot img2Lines of Code : 132dot img2License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            store_id,region,amount,transacted_date
            0,A,16,2012-02-05
            0,A,15,2012-02-10
            0,A,13,2012-03-01
            0,A,2,2012-03-18
            0,A,3,2012-04-23
            1,B,9,2012-02-05
            1,B,8,2012-02-10
            1,B,14,2012-03-01
            1,B,1,2012-03-18
            1,B,5,2012-04-23
            2,B,6,2012-02-05
            2,B,12,20

            Community Discussions

            QUESTION

            Jetpack compose BottomNavigation - java.lang.IllegalStateException: Already attached to lifecycleOwner
            Asked 2022-Apr-04 at 05:49

            When I double click the same item or if I go to each composable screen very quickly i receive an error, How do I solve this problem? I tried changing few things but I just can't solve it and I can't find any resources to fix this problem.

            Bottom Navigation implementation

            ...

            ANSWER

            Answered 2022-Mar-06 at 09:39

            I'm facing the same problem using the latest compose navigation dependency 2.5.0-alpha03.

            I don't know why it's happening.

            Philip Dukhov is right, you should report this issue.

            Here is a dirty workaround :

            Source https://stackoverflow.com/questions/71361999

            QUESTION

            remove default padding on jetpack compose textfield
            Asked 2022-Apr-03 at 13:58

            I want to customize TextField composable in Jetpack Compose. I am trying to achieve the result in the image below, but somehow TextField has some default paddings which i couldn't find how to change values of. I want to remove default paddings and customize it

            (The image on the right one is the result i achieved. I drew a border so that you can see it has padding, btw below that TextField are just Text composables, they aren't TextFields)

            Below is my TextField code

            ...

            ANSWER

            Answered 2021-Jul-31 at 10:03

            Actually that is innate, it follows material guidelines. If you wish to disable it, an alternative could be to set the height of the TextField explicitly, and matching it with the font size of the text. That way it will only extend till the text does. Another way would be to look at the source of TextField. You could just copy the source and make modifications to meet your requirements. The former sounds like an easy fix, however, the latter is no big deal as well. It is doable, and is a recommended practice to customize behavior for your needs. Also, just as a side note, I don't think it is a good idea to disable that padding. It was added to design guidelines since it seems pretty sensible and natural to have it. Sometimes we find some designs attractive when we think about them but they aren't as good when seen implemented.

            Source https://stackoverflow.com/questions/68600128

            QUESTION

            Python/Docker ImportError: cannot import name 'json' from itsdangerous
            Asked 2022-Mar-31 at 12:49

            I am trying to get a Flask and Docker application to work but when I try and run it using my docker-compose up command in my Visual Studio terminal, it gives me an ImportError called ImportError: cannot import name 'json' from itsdangerous. I have tried to look for possible solutions to this problem but as of right now there are not many on here or anywhere else. The only two solutions I could find are to change the current installation of MarkupSafe and itsdangerous to a higher version: https://serverfault.com/questions/1094062/from-itsdangerous-import-json-as-json-importerror-cannot-import-name-json-fr and another one on GitHub that tells me to essentially change the MarkUpSafe and itsdangerous installation again https://github.com/aws/aws-sam-cli/issues/3661, I have also tried to make a virtual environment named veganetworkscriptenv to install the packages but that has also failed as well. I am currently using Flask 2.0.0 and Docker 5.0.0 and the error occurs on line eight in vegamain.py.

            Here is the full ImportError that I get when I try and run the program:

            ...

            ANSWER

            Answered 2022-Feb-20 at 12:31

            I was facing the same issue while running docker containers with flask.

            I downgraded Flask to 1.1.4 and markupsafe to 2.0.1 which solved my issue.

            Check this for reference.

            Source https://stackoverflow.com/questions/71189819

            QUESTION

            How to show snackbar with a button onclick in Jetpack Compose
            Asked 2022-Mar-22 at 10:05

            I want to show snackbar with a button onclick in Jetpack Compose
            I tried this

            ...

            ANSWER

            Answered 2021-Aug-30 at 10:26

            You'll need two things:

            1. SnackbarHostState - which will manage the state of your Snackbar (you would usually get that from the ScaffoldState)
            2. CoroutineScope - which will be responsible for showing your Snackbar

            Source https://stackoverflow.com/questions/68909340

            QUESTION

            dlopen: libcrypt.so.1: cannot open shared object file: No such file or directory
            Asked 2022-Mar-13 at 10:37

            I use EndevourOS and have updated my system on February 17 2022 using

            sudo pacman -Syu

            Eversince, when I run docker-compose, I get this error message: [4221] Error loading Python lib '/tmp/_MEIgGJQGW/libpython3.7m.so.1.0': dlopen: libcrypt.so.1: cannot open shared object file: No such file or directory

            Some forum threads suggested to reinstall docker-compose, which I did. I tried following solution. But both without success: Python3.7: error while loading shared libraries: libpython3.7m.so.1.0

            How can I resolve this issue?

            ...

            ANSWER

            Answered 2022-Feb-19 at 22:27

            I found several forum posts explaining to isntall libxcrypt-compat from AUR. I did not like this solution, but apparently, this is the way for now: https://bbs.archlinux.org/viewtopic.php?id=274160&p=2

            If there is a PGP key error when building the package from AUR, use this workaround as explained by Stock44 on this page: https://aur.archlinux.org/packages/libxcrypt-compat

            Source https://stackoverflow.com/questions/71187944

            QUESTION

            Jetpack Compose preview stopped working in Arctic Fox with Patch 1
            Asked 2022-Feb-24 at 11:36

            With the first patch for AS Arctic Fox Jetpack Compose previews stopped working.

            I'm getting this error for all previews - even older ones, which worked fine a while back:

            ...

            ANSWER

            Answered 2022-Feb-24 at 11:36

            This got fixed in AS Bumblebee, patch 2.

            Source https://stackoverflow.com/questions/68845898

            QUESTION

            How to install the Bumblebee 2021.1.1 Android Studio Patch?
            Asked 2022-Feb-10 at 19:28

            When I open Android Studio I receive a notification saying that an update is available:

            ...

            ANSWER

            Answered 2022-Feb-10 at 11:09

            This issue was fixed by Google (10 February 2022).

            You can now update Android Studio normally.

            Thank you all for helping to bring this problem to Google's attention.

            Source https://stackoverflow.com/questions/71006400

            QUESTION

            What is the correct way to install Android Studio Bumblebee 2021.1.1 Patch 1
            Asked 2022-Feb-10 at 11:10

            I am sorry but I am really confused and leery now, so I am resorting to SO to get some clarity.

            I am running Android Studio Bumblebee and saw a notification about a major new release wit the following text:

            ...

            ANSWER

            Answered 2022-Feb-10 at 11:10

            This issue was fixed by Google (10 February 2022).

            You can now update Android Studio normally.

            Source https://stackoverflow.com/questions/70999801

            QUESTION

            How to disable simultaneous clicks on multiple items in Jetpack Compose List / Column / Row (out of the box debounce?)
            Asked 2022-Feb-07 at 19:35

            I have implemented a column of buttons in jetpack compose. We realized it is possible to click multiple items at once (with multiple fingers for example), and we would like to disable this feature.

            Is there an out of the box way to disable multiple simultaneous clicks on children composables by using a parent column modifier?

            Here is an example of the current state of my ui, notice there are two selected items and two unselected items.

            Here is some code of how it is implemented (stripped down)

            ...

            ANSWER

            Answered 2021-Dec-08 at 09:04

            Here are four solutions:

            Click Debounce (ViewModel)r

            For this, you need to use a viewmodel. The viewmodel handles the click event. You should pass in some id (or data) that identifies the item being clicked. In your example, you could pass an id that you assign to each item (such as a button id):

            Source https://stackoverflow.com/questions/69901608

            QUESTION

            TopAppBar flashing when navigating with Compose Navigation
            Asked 2022-Feb-01 at 14:52

            I have 2 screens which both have their own Scaffold and TopAppBar. When I navigate between them using the Jetpack Navigation Compose library, the app bar flashes. Why does it happen and how can I get rid of this?

            Code:

            Navigation:

            ...

            ANSWER

            Answered 2021-Aug-03 at 11:33

            It is the expected behaviour. You are constructing two separate app bars for both the screens so they are bound to flash. This is not the correct way. The correct way would be to actually put the scaffold in your main activity and place the NavHost as it's content. If you wish to modify the app bar, create variables to hold state. Then modify them from the Composables. Ideally, store then in a viewmodel. That is how it is done in compose. Through variables.

            Thanks

            Source https://stackoverflow.com/questions/68633717

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

            Vulnerabilities

            No vulnerabilities reported

            Install compose

            or from the Conda-forge channel on conda:.

            Support

            The Innovation Labs open source community is happy to provide support to users of Compose. Project support can be found in three places depending on the type of question:.
            Find more information at:

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            https://github.com/alteryx/compose.git

          • CLI

            gh repo clone alteryx/compose

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            git@github.com:alteryx/compose.git

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