baal | enable Bayesian active learning in your research | Machine Learning library

 by   ElementAI Python Version: 2.0.0 License: Apache-2.0

kandi X-RAY | baal Summary

kandi X-RAY | baal Summary

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

Active learning is a special case of machine learning in which a learning algorithm is able to interactively query the user (or some other information source) to obtain the desired outputs at new data points (to understand the concept in more depth, refer to our tutorial).
Support
    Quality
      Security
        License
          Reuse

            kandi-support Support

              baal has a low active ecosystem.
              It has 568 star(s) with 52 fork(s). There are 19 watchers for this library.
              There were 2 major release(s) in the last 6 months.
              There are 16 open issues and 54 have been closed. On average issues are closed in 95 days. There are 1 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of baal is 2.0.0

            kandi-Quality Quality

              baal has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              baal is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              baal releases are available to install and integrate.
              Deployable package is available in PyPI.
              baal 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.
              baal saves you 1592 person hours of effort in developing the same functionality from scratch.
              It has 3539 lines of code, 367 functions and 48 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed baal and discovered the below as its top functions. This is intended to give you an instant insight into baal implemented functionality, and help decide if they suit your requirements.
            • Run the test set .
            • Calibrate the Dirichlet model .
            • Train and test the model .
            • Generate animation from features and labels .
            • Predict on a given dataset .
            • Performs prediction on dataset .
            • Perform a supervised training step .
            • Reorder indices .
            • Sample from probabilities .
            • Decorator to require a heuristic function .
            Get all kandi verified functions for this library.

            baal Key Features

            No Key Features are available at this moment for baal.

            baal Examples and Code Snippets

            How to count the number of words ending with the same suffix(word ending)?
            Pythondot img1Lines of Code : 11dot img1License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            >>> from itertools import groupby
            >>> key_func = lambda s: s[-2:]
            >>> suffix_dict = dict([(suffix, list(words)) for suffix, words in groupby(sorted(filtered, key=key_func), key_func)])
            
            &g
            How to count the number of words ending with the same suffix(word ending)?
            Pythondot img2Lines of Code : 4dot img2License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            dic = {}
            for word in filtered:
                dic.setdefault(word[-2:], []).append(word)
            
            Unicode is being written to my files
            Pythondot img3Lines of Code : 2dot img3License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            sed -r 's/.\[[0-9]+m//' logfile
            
            Installing python-pyxattr on Ubuntu 17.04
            Pythondot img4Lines of Code : 2dot img4License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            apt-get install libattr1-dev
            

            Community Discussions

            QUESTION

            XSD : Character content is not allowed, because the content type is empty
            Asked 2021-Jan-13 at 16:27

            I'm getting the error,

            Element 'item': Character content is not allowed, because the content type is empty

            when I try to validate my XML file. I searched for this error, but I didn't find anything matching my problem. When I remove the text between the item elements it works, but I must keep the texts.

            Here is my XML :

            ...

            ANSWER

            Answered 2021-Jan-13 at 16:26

            To allow item to have text content, change

            Source https://stackoverflow.com/questions/65705634

            QUESTION

            Accessing indexes in a list
            Asked 2020-Apr-18 at 20:04

            I am using tabula-py to extract a table from a pdf document like this:

            ...

            ANSWER

            Answered 2020-Apr-18 at 17:34

            Take a look at https://medium.com/analytics-vidhya/how-to-extract-multiple-tables-from-a-pdf-through-python-and-tabula-py-6f642a9ee673

            The best way to go about what you're trying to achieve is by reading the table and returning the response as JSON, loop through the json objects for your lists.

            Source https://stackoverflow.com/questions/61288700

            QUESTION

            Extracting some text in a sentence from a website in python
            Asked 2020-Jan-06 at 17:57

            I was stuck while trying to extract some text in a sentence via this website.

            ...

            ANSWER

            Answered 2020-Jan-06 at 17:55

            One solution is to add text to Dataframe and then use .str.extract() to clear your data:

            Source https://stackoverflow.com/questions/59616571

            QUESTION

            collapse rows using sql stuff function
            Asked 2019-May-22 at 08:56

            i have three tables in my sql database and i am trying to collapse rows in sql server using stuff function from 3 tables

            i had try inner join and left outer to do so but didn't get result as expected my code is at below:

            ...

            ANSWER

            Answered 2019-May-22 at 08:25

            Try this following script.

            Note: You have to avoid ID from Test2 and Test3 as other wise you can not apply GROUP BY for STUFF as they have different value in ID column.

            Source https://stackoverflow.com/questions/56250894

            QUESTION

            How to count the number of words ending with the same suffix(word ending)?
            Asked 2019-Jan-03 at 01:54

            I am trying to 1st divide up four-letter words based upon the last two letters of the word (suffix) and 2nd count up how many words I have for each of these endings.

            I have a list containing 3,164 words called filtered and I have sorted them by their suffixes, which doesn't seem much of a help.

            (I want to create a dictionary that takes the suffix as a key and the words as a list but I don't know where to begin!) It would be something like:

            OUTPUT:

            dic = {'ab': ['Ahab', 'Arab', 'Saab, ...]; 'al': ['Aral', 'Baal', ...]}

            and so on. Would that be possible?

            ...

            ANSWER

            Answered 2018-Dec-19 at 21:26

            Assuming that suffixes are always two letters long and are case-sensitive, you can iterate through the word list and append each word to the dict of lists with the last two letters of the word as the key:

            Source https://stackoverflow.com/questions/53859264

            QUESTION

            how to get the rotation info of a div into a variable in js
            Asked 2018-Oct-10 at 09:24

            ...

            ANSWER

            Answered 2018-Oct-10 at 09:22

            If you set transform: rotate(50deg) to your element

            const schakkel = document.getElementById('schakkelaar').style.transform; will return the string rotate(50deg) to you.

            What you need to if you want to get the actual transformvalue is to use getComputedStyle: https://developer.mozilla.org/en-US/docs/Web/API/Window/getComputedStyle

            Then window.getComputedStyle(schakkel).transform will output the matrix transform of your element matrix(0.996195, 0.0871557, -0.0871557, 0.996195, 0, 0)

            See more on how to use it on this good article at CSSTricks: https://css-tricks.com/get-value-of-css-rotation-through-javascript/

            Source https://stackoverflow.com/questions/52736553

            QUESTION

            class member values are zero after a return to calling method
            Asked 2018-Jan-08 at 00:11

            I am experimenting(First timer!) with external assemblies, and whenever I call a method from my external assembly I get all empty data... here are some snippits: External assembly called like this:

            ...

            ANSWER

            Answered 2018-Jan-08 at 00:11

            QUESTION

            I want to do 2 tasks in the same button one after the other on the same click
            Asked 2017-Nov-04 at 16:47

            this is my on click listener this opens the popup which i have made and also checks the click of a button

            Also the tasks can be added in the popup close code

            ...

            ANSWER

            Answered 2017-Nov-04 at 15:41

            One thing you can try is, define two methods for the task you wanna perform.

            First implement the View.OnClickListener.

            Source https://stackoverflow.com/questions/47112118

            QUESTION

            Compatibility issue (python 2 vs python 3)
            Asked 2017-Sep-30 at 13:58

            I have a program that will auto create a Github issue via the API. It works in Python 2.7, but when I run it with Python 3 I get the following error:

            ...

            ANSWER

            Answered 2017-Sep-30 at 13:58

            You need to encode your JSON payload:

            Source https://stackoverflow.com/questions/46503322

            QUESTION

            Unicode is being written to my files
            Asked 2017-Sep-29 at 20:05

            I have a program that writes to output and writes to a file. The output is colored using a function that looks like this:

            ...

            ANSWER

            Answered 2017-Sep-29 at 20:05

            The easiest solution is to modify the set_color function so that it returns the string unmodified, with no color sequences added. Based on the comments it appears this isn't an option.

            Once the file is written to disk, it's a single Linux command to remove those escape sequences:

            Source https://stackoverflow.com/questions/46495808

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

            Vulnerabilities

            No vulnerabilities reported

            Install baal

            To install BaaL using pip: pip install baal. To install BaaL from source: poetry install. To use BaaL with HuggingFace Trainers : pip install baal[nlp].
            Simply build the Dockerfile as below:.

            Support

            To contribute, see CONTRIBUTING.md.
            Find more information at:

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

            Find more libraries
            Install
          • PyPI

            pip install baal

          • CLONE
          • HTTPS

            https://github.com/ElementAI/baal.git

          • CLI

            gh repo clone ElementAI/baal

          • sshUrl

            git@github.com:ElementAI/baal.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