SMART | Smarter Manual Annotation | Dataset library

 by   RTIInternational Python Version: v3.0.0 License: MIT

kandi X-RAY | SMART Summary

kandi X-RAY | SMART Summary

SMART is a Python library typically used in Artificial Intelligence, Dataset, Deep Learning, Pytorch applications. SMART has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. However SMART build file is not available. You can download it from GitHub.

SMART is an open source application designed to help data scientists and research teams efficiently build labeled training datasets for supervised machine learning tasks.
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    Quality
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            kandi-support Support

              SMART has a low active ecosystem.
              It has 204 star(s) with 27 fork(s). There are 22 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 20 open issues and 7 have been closed. On average issues are closed in 50 days. There are 43 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of SMART is v3.0.0

            kandi-Quality Quality

              SMART has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              SMART 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

              SMART releases are available to install and integrate.
              SMART has no build file. You will be need to create the build yourself to build the component from source.
              Installation instructions are not available. Examples and code snippets are available.
              SMART saves you 14673 person hours of effort in developing the same functionality from scratch.
              It has 29338 lines of code, 353 functions and 270 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed SMART and discovered the below as its top functions. This is intended to give you an instant insight into SMART implemented functionality, and help decide if they suit your requirements.
            • Download a trained model
            • Returns a dataframe containing the labeled data
            • Return the current training set
            • Process the codebook
            • Add data to the dataframe
            • Upload data to project
            • Saves a codebook file
            • Displays the prediction table for the project
            • Seed the database
            • Seed database
            • Admin label for a label
            • Annotate data for a data record
            • If the data_pk has been logged in it will be skipped
            • Modify the label to skip
            • Returns the form instance
            • Remove data from coder
            • Sends a model to project
            • Create a new label
            • Get the card deck deck
            • Restore data from coder
            • Get metrics for a project
            • Download the data for a project
            • Return the heat map data
            • Leave coding page
            • Handle POST requests
            • Creates tfidf task
            Get all kandi verified functions for this library.

            SMART Key Features

            No Key Features are available at this moment for SMART.

            SMART Examples and Code Snippets

            Returns a smart case expression .
            pythondot img1Lines of Code : 27dot img1License : Non-SPDX (Apache License 2.0)
            copy iconCopy
            def smart_case(pred_fn_pairs, default=None, exclusive=False, name="smart_case"):
              """Like tf.case, except attempts to statically evaluate predicates.
            
              If any predicate in `pred_fn_pairs` is a bool or has a constant value, the
              associated callable  
            Deploys a smart contract .
            javadot img2Lines of Code : 23dot img2License : Permissive (MIT License)
            copy iconCopy
            private void deployContract() throws Exception{
            
                    Web3j web3j = Web3j.build(new HttpService("https://rinkeby.infura.io/"));
            
                    Credentials credentials =
                        WalletUtils.loadCredentials(
                           "",
                           "/path/to  

            Community Discussions

            QUESTION

            What is the best practice of passing reference counted C++ objects to Lua?
            Asked 2021-Jun-16 at 02:17

            I want to have my reference counted C++ object also managed in Lua callbacks: when it is held by a Lua variable, increase its refcount; and when the Lua variable is destroyed, release one refcount. It seems the releasing side can be automatically performed by __gc meta-method, but how to implement the increasing side?

            Is it proper&enough to just increase refcount every time before adding the object to Lua stack?

            Or maybe I should new a smart pointer object, use it everywhere in Lua C function, then delete it in __gc meta-method? This seems ugly as if something wrong with the Lua execution and the __gc is not called, the newed smart pointer object will be leaked, and the refcounted object it is referring would have leak one count.

            In Perl that I'm more familiar with, this can be achieved by increase refcount at OUTPUT section of XS Map, and decrease refcount at destroyer.

            ...

            ANSWER

            Answered 2021-Jun-10 at 19:23

            I assume you have implemented two Lua functions in C: inc_ref_count(obj) and dec_ref_count(obj)

            Source https://stackoverflow.com/questions/67918149

            QUESTION

            Preventing spoofing attack - how to ensure my client receives orders from the real server?
            Asked 2021-Jun-15 at 16:51

            I'm working on a Chrome extension that integrates with a website. My users can do actions on this website when they are logged in to it.

            I have a Socket.IO server that delivers commands to my Chrome extension. Once a command arrived, the extension invokes a local function from the host website. Then, the host website, which has an authenticated active session with its own API, will invoke some update/insert call.

            I recently realized a potential security issue, which is - if anyone spoofs my server address on my extension clients organization, he can easily abuse it to send his own parameters on behalf of my server (image 2).

            Is there any smart way to ensure my client communicates with the real server and not an imposter?

            ...

            ANSWER

            Answered 2021-Jun-15 at 16:49

            Use HTTPS secured connection.

            This is one of the features of HTTPS (SSL/TLS) - it can prevent a MITM attack and prevent the destination server from being impersonated.

            https://stackoverflow.com/a/24586398/12595469

            Source https://stackoverflow.com/questions/67690251

            QUESTION

            transaction underpriced in BEP-20 Token transaction
            Asked 2021-Jun-15 at 15:14

            I had do some transaction in Binance Smart Chain in Binance-Peg BUSD-T and it worked successfully. But after 5 transactions. I face to a problem that said Returned error: transaction underpriced ! This is my code:

            ...

            ANSWER

            Answered 2021-Jun-14 at 16:32

            The "transaction underpriced" error occurs, when you're trying to replace a transaction and the replacing gas price is too low.

            web3.eth.getTransactionCount() only returns the amount of mined transactions. But you can have N (not just one) of transactions that are waiting to be mined with already higher nonce.

            Example:

            • You have submitted 4 transactions - nonces 1, 2, 3, and 4.
            • Transactions 1 and 2 are successfully mined.
            • getTransactionCount() returns 2
            • When you're trying to submit another tx with nonce 3 or 4, it's trying to replace the already existing transactions.

            Solution:

            Use even higher gas price if you want to replace the existing transaction.

            Or if you want to submit a new transaction (and not replace the previous), use higher nonce (sum of "successfully mined" + "waiting to be mined" + 1) that your address haven't used.

            Source https://stackoverflow.com/questions/67972674

            QUESTION

            How to create a Matrix out of a list of timeseries
            Asked 2021-Jun-15 at 10:30

            i do have a list of timeseries and I'd like to create a matrix out of it. My first idea was to seperate the list with dplyr by "filter" and merge the list of list but i am not sure if this is really smart.

            Would be great if you could give me an input how to tackle this issue!

            ...

            ANSWER

            Answered 2021-Jun-15 at 10:30

            A Solution using the tidyverse:

            Source https://stackoverflow.com/questions/67983217

            QUESTION

            If statement with props react native
            Asked 2021-Jun-15 at 09:10

            For a project for my study I am working on a React Native project, but I am stuck. I want to give the prop 'Score' to Card.js and based on that score a color has to be defined; 'transparancyColor'. Currently, the props are passed from Home.js to Card.js and the transparencyColor is defined there. Is this a smart way, or do I have to do this at Home.js? And how?

            The code of Card.js looks as follows:

            ...

            ANSWER

            Answered 2021-Jun-15 at 09:10

            Regarding the code structure question, it's fine, especially initially, to pass props down one or two levels.

            In terms of code, something like that (note the convention is to start variable names with lowercase):

            Source https://stackoverflow.com/questions/67983080

            QUESTION

            Fatest and elegent way to create a dict of dicts returning a list of data with repeated keys (two levels of key dict) from a 2d-list
            Asked 2021-Jun-15 at 08:39

            Sorting data from huge lists with two levels of keys is helpful for interpreting dataset and calling by couple or one level of keys some slice of data, especially when creating plots.

            I use a very naive and, I guess, inefficient way to create from a 2D-list of data a dict of dicts (two levels of keys) that returns a list of data. How to make this code more elegant, possibly faster and more readable? I guess using collection module but I didn't find a smart way.

            Example:

            ...

            ANSWER

            Answered 2021-Jun-15 at 07:35
            from itertools import groupby
            first=lambda l: l[0]
            
            def group_by_first(listo):
                grouped = groupby(sorted(listo,key=first), key=first) #  group by first elem, need to sort first
                return {k: [e[1:] for e in g] for k,g in grouped} # remove key (first elem) from values
            
            {k: group_by_first(l) for k,l in group_by_first(listo).items()} # group first elem and then by second
            

            Source https://stackoverflow.com/questions/67981688

            QUESTION

            How to access the class member functions from a weak pointer in C++?
            Asked 2021-Jun-15 at 06:21

            I am a complete newbie to smart pointers, and I have never dealt with weak_ptr in C++.

            I have a function in class Y, that takes in as parameter a weak_ptr of class X.

            Inside the function in class Y, I need to access the member functions of class X through the weak_ptr.

            For reference, here is a rough class definition:

            Y.cpp

            ...

            ANSWER

            Answered 2021-Jun-15 at 06:21

            You need to convert it to a shared_ptr first, using .lock():

            Source https://stackoverflow.com/questions/67977119

            QUESTION

            Move 2nd level sub-array to the top of the 1st level multidimentional array based on value of the sub-array
            Asked 2021-Jun-14 at 21:35

            I'm looping through a multidimensional array and am left with some values.

            This is the complete PHP code.

            ...

            ANSWER

            Answered 2021-Jun-09 at 18:41

            This will reorder $array2 (into a new variable $final). First it assembles a simple array $people of the names, then it reassembles $array2 by prioritizing based on the $people array. Was this what you wanted to accomplish?

            Source https://stackoverflow.com/questions/67909656

            QUESTION

            BEP-20 Token Transaction on NodeJs
            Asked 2021-Jun-14 at 08:58

            Hi I'm just confused that how to transact BEP-20 Token(e.g: Binance-Peg BUSD-T). I have simply transact bnb in Binance Smart Chain with this code:

            ...

            ANSWER

            Answered 2021-Jun-14 at 08:58

            In order to use the .send({from: ...}) method, you need to

            • Have the from account unlocked on your provider.

              OR

            • Add its private key to the web3 account wallet (docs)

            Ulocked provider account

            This approach is mostly used on local providers (e.g. Ganache) that fund and unlock some accounts by default.

            Keeping an unlocked account on a production provider is unwise, because anyone who queries the provider can send transactions.

            Web3 account wallet

            You need to pass the private key that generates the from address.

            Source https://stackoverflow.com/questions/67966934

            QUESTION

            Why can't I use this transferEther function to send Ether to the smart contract?
            Asked 2021-Jun-13 at 21:44

            I have this code I have entered into Remix IDE, as ReceivedEther.sol, a standalone smart contract.

            I've transferred 0.02 Ether to the smart contract, using MetaMask.

            When I checked the smart contract's balance, it returns 200000000000000000, as expected.

            If I try to use the transferEther function, however, and enter a number smaller than this - say, 0.005 ETH, or 50000000000000000 as the amount - it doesn't work using MetaMask.

            When MetaMask prompts me it's never for that amount. It's for 0 ETH and 0.00322 gas fee (or whatever the gas is). Basically it always set the amount of ETH at 0 and only charges the fee.

            Why can't I transfer an amount of ETH using this function in the Remix IDE with MetaMask?

            ...

            ANSWER

            Answered 2021-Jun-13 at 21:44

            Your code sends ETH (stated in the _amount variable) from the smart contract to the _recipient. So it doesn't require any ETH to be sent in order to execute the transferEther() function.

            If you want your contract to accept ETH, the function that accepts it (or the general fallback() or receive() function) needs to be marked as payable.

            Example:

            Source https://stackoverflow.com/questions/67945012

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

            Vulnerabilities

            No vulnerabilities reported

            Install SMART

            You can download it from GitHub.
            You can use SMART 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

            If you would like to contribute to SMART feel free to submit issues and pull requests addressing any bugs or features. Before submitting a pull request make sure to follow the few guidelines below:.
            Find more information at:

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            CLONE
          • HTTPS

            https://github.com/RTIInternational/SMART.git

          • CLI

            gh repo clone RTIInternational/SMART

          • sshUrl

            git@github.com:RTIInternational/SMART.git

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