rising | Provides everything needed for high performance data loading | Machine Learning library

 by   PhoenixDL Jupyter Notebook Version: 0.3.0 License: MIT

kandi X-RAY | rising Summary

kandi X-RAY | rising Summary

rising is a Jupyter Notebook library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch applications. rising has no bugs, it has no vulnerabilities, it has a Permissive License and it has low support. You can download it from GitHub.

Rising is a high-performance data loading and augmentation library for 2D and 3D data completely written in PyTorch. Our goal is to provide a seamless integration into the PyTorch Ecosystem without sacrificing usability or features. Multiple examples for different use cases can be found in our tutorial docs e.g. 2D Classification on MedNIST, 3D Segmentation of Hippocampus (Medical Decathlon), Example Transformation Output, Integration of External Frameworks.
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            kandi-support Support

              rising has a low active ecosystem.
              It has 287 star(s) with 25 fork(s). There are 11 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 25 open issues and 27 have been closed. On average issues are closed in 123 days. There are 4 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of rising is 0.3.0

            kandi-Quality Quality

              rising has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              rising 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

              rising releases are available to install and integrate.
              Installation instructions, examples and code snippets are available.
              rising saves you 2727 person hours of effort in developing the same functionality from scratch.
              It has 5951 lines of code, 503 functions and 81 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed rising and discovered the below as its top functions. This is intended to give you an instant insight into rising implemented functionality, and help decide if they suit your requirements.
            • Return a dictionary of the command - line arguments
            • Construct a ConfigParser from a root
            • Get the project root directory
            • Extract the version information
            • Interpolate the input vectors
            • Reshapes a tensor
            • Reshape a list
            • Create the versioneer config file
            • Install versioneer
            • Assemble the matrix
            • Context manager that patches the dataset
            • Concatenate the given data
            • Context manager that patches the collate_fn
            • Rot 90 degrees
            • Convert source to segment
            • Resolve a requirements file
            • Transform data into box coordinates
            • Perform the forward operation
            • Perform a forward transformation on the data
            • Increment the scheduler
            • Concatenate a matrix
            • Extract version information from VCS
            • Forward a batch of samples
            • Scans the setup py file and checks for missing values
            • Create a dataset from a given path
            • Assemble a matrix from data
            Get all kandi verified functions for this library.

            rising Key Features

            No Key Features are available at this moment for rising.

            rising Examples and Code Snippets

            How to find a regular expression to display headlines without extra characters?
            Pythondot img1Lines of Code : 17dot img1License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import re, requests
            
            def yahoo_hl(ticker):
                headers={"User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64; rv:86.0) Gecko/20100101 Firefox/86.0"}
                xml = requests.get(f'https://feeds.finance.yahoo.com/rss/2.0/headline?s={ticker}', 
            How to add relative paths and how to mount volumes in a container with Podman
            Pythondot img2Lines of Code : 2dot img2License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            podman run -i -t -v /path/to/input/data:/mnt/input -v /path/to/output/data:/mnt/output python_app /bin/bash
            
            copy iconCopy
            from collections import namedtuple
            Question = namedtuple("Question", ['txt', 'rsp', 'score'])   #Creates easy to use tuple with named elements
            
            def stock_score(quiz_list: list) -> int:
                # asks series of questions defined in quiz_list
            Which is the best way to filter data in two columns in a dataframe
            Pythondot img4Lines of Code : 8dot img4License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            s = {'Test in Rising', 'Absorption Vol', 'Stopping Vol'}
            df.groupby('Ticker').filter(lambda sf: s.issubset(sf['SOS']))
            
              Ticker             SOS        Date
            0   SEDG  Absorption Vol  2021-12-14
            1   SEDG    Stopping 
            How to sort output within a group by date?
            Pythondot img5Lines of Code : 18dot img5License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            #in set is not defined order, so use list ot tuple
            L = ['Stopping Vol', 'Absorption Vol', 'Test in Rising']
            
            #filter rows if match all 3 values
            df1 = df.groupby('Ticker').filter(lambda sf: set(L).issubset(sf['SOS']))
            
            #get only rows with L
            Change line after saving web crawled data from Beautifulsoup4 as txt file
            Pythondot img6Lines of Code : 6dot img6License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            for h in headlines:
                print(h.text)
                f.write(h.text+"\n")
            
            f.close()
            
            How can I get raspberry pi 4b to read a TSL237 LF sensor?
            Pythondot img7Lines of Code : 31dot img7License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import threading
            import time
            import RPi.GPIO as GPIO
            
            GPIO.setmode(GPIO.BCM)
            
            TSL237Pin = 16
            
            GPIO.setup(TSL237Pin, GPIO.IN, pull_up_down=GPIO.PUD_OFF)
            
            
            class TSL237():
                def __init__(self, pin):
                    self.pin = pin
                    self.puls
            How to rearrange rows of a dataframe according to the values of a specific column
            Pythondot img8Lines of Code : 10dot img8License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            L =[2008,2009, 2010, 2011, 2012, 2013, 2014, 2015,2016,2017, 2018, 2019]
            df['season'] = pd.Categorical(df['season'], ordered=True, categories=L)
            
            df = df.sort_values(['season','match_id'], ignore_index=True)
            
            L =[20
            copy iconCopy
            condition = (y > -0.25) & (y < 0.25)
            padded = np.concatenate(((False, ), condition, (False, )))
            print(np.flatnonzero(np.diff(padded)).reshape((-1, 2)))
            
            rising = np.flatnonzero(padded[1:] & ~padded[:-1
            Name of this 'horizontal section' diagram and how to implement in PyPlot
            Pythondot img10Lines of Code : 2dot img10License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            plt.plot(x, y, drawstyle='steps-post')
            

            Community Discussions

            QUESTION

            Why does gganimate fail to order lines correctly by date with transition_reveal?
            Asked 2022-Mar-24 at 04:25

            I'm aiming to reproduce an animated figure by Ed Hawkins on climate change in R with gganimate. The figure is called climate spiral. While a static ggplot figure shows the correct order of lines by year (the most recent data on top), the animated plot with transition_reveal() results in a wrong order of the lines.

            Here is a reproducible example code with synthetic data:

            ...

            ANSWER

            Answered 2022-Mar-24 at 04:25

            This isn't the answer per se. This is the why. You'll have to tell me what you prefer given this information for me to give you a solution.

            I tried a few things—each of which I was just sure would work but did not. So, I wanted to see what was happening in ggplot. My hunch proved correct. Your data is in order of value_yr in the png, not year.

            I repeat this question at the end:

            Either you can put the animation in order of value_yr or you can put the color in ggplot in order by year. Which would you prefer?

            How do I know? I extracted the assigned colors in the object.

            Source https://stackoverflow.com/questions/71563452

            QUESTION

            Clojure: memory leaks using eval
            Asked 2022-Mar-17 at 08:00

            My application evaluates quoted expressions received from remote clients. Overtime, my system's memory increases and eventually it crashes. What I've found out is that:

            When I execute the following code from Clojure's nrepl in a docker container:

            ...

            ANSWER

            Answered 2022-Mar-12 at 07:48

            There's no easy way to get around this as each call to eval creates a new class, even though the form you're evaluating is exactly the same. By itself, JVM will not get rid of new classes.

            There are two ways to circumvent this:

            • Stop using eval altogether (by e.g. creating your own DSL or your own version of eval with limited functionality) or at least use it less frequently, e.g. by batching the forms you need to evaluate
            • Unload already loaded classes - I haven't done it myself and it probably requires a lot of work, but you can follow answers in this topic: Unloading classes in java?

            Source https://stackoverflow.com/questions/71447267

            QUESTION

            Problem while implementing JK-Flip Flop in VHDL
            Asked 2022-Mar-02 at 05:32

            I'm trying to implement JK flip-flop in VHDL, and here is my code:

            ...

            ANSWER

            Answered 2022-Mar-02 at 05:22

            So your temp := value when ... else ... statement only works outside of a process statement. So you've got three options.

            Option 1

            Upgrade to VHDL 2008, where you can also use this kind of statement in a process.

            Option 2

            Use a global variable to store the next value... something like:

            Source https://stackoverflow.com/questions/71317688

            QUESTION

            Changing triggering edge depending on clock polarity signal
            Asked 2022-Jan-24 at 01:45

            I'm trying to implement some logic that is either triggered on a rising or falling edge of the same clock, depending on a clock polarity signal. I tried the following but got an error message in Quartus 15.1 (error id: 10628): "Can't implement register for two clock edges combined with a binary operator".

            ...

            ANSWER

            Answered 2022-Jan-24 at 01:45

            Edit: I misunderstood the question. The below only applies if pol is a constant:

            Try the oldschool way of writing this, with separate event attribute and level:

            Source https://stackoverflow.com/questions/70760291

            QUESTION

            How can I make my NFT visible in the NEAR wallet (AssemblyScript)?
            Asked 2022-Jan-19 at 13:48

            I'm trying to implement my own NFT-contract, following this tutorial on NEAR, and the Non-Fungible Token (NEP-171) specifications. The tutorial is in Rust, but I'm trying to do something similar with AssemblyScript. I thought if I implemented the methods with the correct names and signature, it would be possible for the NEAR wallet to call the respective methods (e.g. nft_tokens_for_owner) on my NFT-contract. I'm just wondering if I'm missing something, or if I have the wrong understanding on how it's suppose to work.

            I have minted one NFT-token, using the nft_mint method in my contract, using my own testnet account. The transaction can be found here. However, the NFT is not displayed in the "Collectibles" tab in my testnet wallet.

            My contract (index.ts) looks like this:

            ...

            ANSWER

            Answered 2022-Jan-19 at 13:48

            After asking around, I was pointed to two different GitHub repositories that implemented an NFT-token smart contract in AssemblyScript.

            After going through those repositories, I noticed that my contract wasn't that far off to be able to display my NFT-tokens in the wallet. I had to implement one more function, nft_metadata().

            I did have metadata in my contract, but as a variable, metadata. Returning the same metadata in nft_metadata() seemed to do the trick

            Source https://stackoverflow.com/questions/70739089

            QUESTION

            Clarification on uses of posedge in "if"
            Asked 2022-Jan-17 at 20:57

            I'm trying my hand at teaching myself some Verilog. I'm trying to make a mod-10 counter that iterates every second or so. The code I'm trying to modify is some I found on an old forum.

            I've tried to use a secondary counter that iterates on every rising edge of the 26th bit of "counter". Am I not allowed to check for such an event? How might I do this in other ways?

            ...

            ANSWER

            Answered 2022-Jan-17 at 20:57

            You get the syntax error because the usage of the posedge keyword is illegal in the following line:

            Source https://stackoverflow.com/questions/70746877

            QUESTION

            Which is the best way to filter data in two columns in a dataframe
            Asked 2022-Jan-12 at 17:31

            I have a dataframe like the one below, just as an example of my dataframe (the list of tickers I have is very long). I would like to get a new dataframe where all the tickers which are accomplishing the 3 SOS signals 'Absorption Vol', 'Stopping Vol', 'Test in Rising' appear as a result.

            ...

            ANSWER

            Answered 2022-Jan-11 at 21:45

            .groupby('Ticker') first, then you can check if each group's SOS column contains the necessary values.

            Source https://stackoverflow.com/questions/70658412

            QUESTION

            Stateful C++ Input Iterators post increment problem
            Asked 2021-Dec-24 at 13:57

            I was implementing an iterator that takes another float values producing input iterator and returns true if a rising was detected. So, the iterator works effectively as a Software-ADC (Analog-Digital-Converter).

            I've minimized the actual code to the following:

            ...

            ANSWER

            Answered 2021-Dec-24 at 13:57

            This can be done by reimplementing the operator so that its internal data holds just the bool value, instead of the floating point value from which the bool value is derived only when the iterator gets dereferenced.

            In other words, the dereferencing iterator should simply be:

            Source https://stackoverflow.com/questions/70472553

            QUESTION

            Change line after saving web crawled data from Beautifulsoup4 as txt file
            Asked 2021-Dec-24 at 11:38

            I had set code to crawl headlines from the website https://7news.com.au/news/coronavirus-sa and tried to save headlines into txt file.

            I wrote the following code:

            ...

            ANSWER

            Answered 2021-Dec-24 at 11:38

            Try to add \n in f.write() so your string h will write to new line

            Source https://stackoverflow.com/questions/70470699

            QUESTION

            Ruby On Rails - man in the middle attack when a gem uses in its Gemfile HTTP source?
            Asked 2021-Dec-23 at 08:10

            I'm running a security scanner against an app I'm developing and it's rising red alert, maximum security thread for the gem rotr which uses in its Gemfile source with HTTP protocol revealing a possibility for man in the middle attack that potentially can allow an attacker to inject any code into an application

            The link to Gemfile in question - https://github.com/mdp/rotp/blob/master/Gemfile

            It states:

            ...

            ANSWER

            Answered 2021-Dec-23 at 08:10

            In your example, the gem would be loaded via HTTPS, because the Gemfile of a dependency will not be loaded at all. From dependencies, only the gemspec file is evaluated by Bundler. The gem's Gemfile is only used during the development of that gem. Interesting read in this context: How bundler priorities sources.

            The following for the interested reader why it is important to use HTTPS when downloading gems:

            When you load a gem from a non-HTTPS source and there is a man-in-the-middle attacker then this attacker would be able to send you back anything instead of the gem you requested.

            Of course, there are man ifs and whens. But let's imagine you are going to download a gem on a non-secure communication channel like pure HTTP. And let's imagine there is a man-in-the-middle attacker that is able to sniff your traffic. This might be possible when using the same WiFi in a café or hotel, or when there are different customers on virtual servers in a data center or they have physical access to your landline.

            Because they can read your unencrypted request for a gem then know what gems you are using. Now imagine that they do not just sniff your traffic but instead manipulate the response from the servers to you too. When you, for example, request a new version of a popular gem to handle user authentication and authorization or payments they could send you back their version instead of the original version.

            And their version could include some minor changes like:

            • when loaded the gem could upload your Gemfile to the attacker which would give the attacker a great overview of your application.
            • when loaded the gem could take all ENV variables and/or Rails.credentials and upload them to a server that is controlled by the attacker. This would certainly git the attacker all your application's passwords.
            • because it changed the original gem dealing with user credentials the malicious gem would be able to track users or your admin credentials when they log in or update their credentials. Given that many users use the same email/password combination everywhere this would be a nightmare.
            • if the gem can read ENV variables or Rails.credentials then that means that it could change them too. For example, to connect to another payment provider would mean your customer's payment would be redirected into a different account.
            • And on top of that, the malicious gem could also replace itself with the original gem once it was loaded into memory. What would make it difficult to figure out that your server was attacked.

            tl;dr When an attacker is able to do a man-in-the-middle attack then they can send you malicious versions of a gem. These malicious gems could do almost everything with your application you can imagine. Sure, attacks like this are not simple, but they are not super-hard neither.

            The rule of thumb is: Always use HTTPS whenever possible (not just for downloading gem but for all network traffic).

            Source https://stackoverflow.com/questions/70426130

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

            Vulnerabilities

            No vulnerabilities reported

            Install rising

            Editable Installation for development. Running tests inside rising directory (top directory not the package directory). Check out our contributing guide for more information or additional help.

            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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            Install
          • PyPI

            pip install rising

          • CLONE
          • HTTPS

            https://github.com/PhoenixDL/rising.git

          • CLI

            gh repo clone PhoenixDL/rising

          • sshUrl

            git@github.com:PhoenixDL/rising.git

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