nums | translates Python and NumPy to optimized | GPU library

 by   nums-project Python Version: 0.2.8 License: Apache-2.0

kandi X-RAY | nums Summary

kandi X-RAY | nums Summary

nums is a Python library typically used in Hardware, GPU, Deep Learning, Numpy applications. nums has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install nums' or download it from GitHub, PyPI.

NumS is a Numerical cloud computing library that translates Python and NumPy to distributed systems code at runtime. NumS scales NumPy operations horizontally, and provides inter-operation (task) parallelism for those operations. NumS remains faithful to the NumPy API, and provides tight integration with the Python programming language by supporting loop parallelism and branching. NumS' system-level operations are written against the Ray API; it supports S3 and basic distributed filesystem operations for storage and uses NumPy as a backend for CPU-based array operations.
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            kandi-support Support

              nums has a low active ecosystem.
              It has 89 star(s) with 21 fork(s). There are 7 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 234 open issues and 117 have been closed. On average issues are closed in 0 days. There are 12 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of nums is 0.2.8

            kandi-Quality Quality

              nums has no bugs reported.

            kandi-Security Security

              nums has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.

            kandi-License License

              nums 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

              nums releases are not available. You will need to build from source code and install.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.

            Top functions reviewed by kandi - BETA

            kandi has reviewed nums and discovered the below as its top functions. This is intended to give you an instant insight into nums implemented functionality, and help decide if they suit your requirements.
            • Compute the average along axis
            • Sum the array along an axis
            • Divide two arrays together
            • Broadcasts blocks to given shape
            • Inversion of U
            • Inverse inverse function
            • Compute the einsum operator
            • Adds a child node to the tree
            • Load blocks from a text file
            • Create block array from array
            • Return the maximum of x1 and x2
            • Calculate nan variance of an array
            • Compute the minimum of two arrays
            • Compute the maximum of x1 and x2
            • Multiplies x1 and x2
            • Find the minimum of x1 and x2
            • Compute the dot product of two arrays
            • Calculate the minimum value of a block array
            • Calculate the maximum value of a block array
            • Calculate the nanmean of an array
            • Compute the nansum along axis
            • Compute the arctan between x1 and x2
            • Compute the covariance matrix
            • Calculate the percentile of an array
            • Compute the quantile of an array
            • Calculate the nanstd along an axis
            Get all kandi verified functions for this library.

            nums Key Features

            No Key Features are available at this moment for nums.

            nums Examples and Code Snippets

            Check if nums is a polygon .
            pythondot img1Lines of Code : 35dot img1License : Permissive (MIT License)
            copy iconCopy
            def check_polygon(nums: list[float]) -> bool:
                """
                Takes list of possible side lengths and determines whether a
                two-dimensional polygon with such side lengths can exist.
            
                Returns a boolean value for the < comparison
                of the la  
            Find the top k elements of nums .
            pythondot img2Lines of Code : 35dot img2License : Permissive (MIT License)
            copy iconCopy
            def top_k_frequent_2(nums, k):
                frequency = {}
            
                # count the frequency of each unique element
                for num in nums:
                    if num in frequency:
                        frequency[num] += 1
                    else:
                        frequency[num] = 1
            
                arr = [(frequency[  
            Returns the k most frequent elements in nums .
            pythondot img3Lines of Code : 29dot img3License : Permissive (MIT License)
            copy iconCopy
            def top_k_frequent_1(nums, k):
                frequency = {}
            
                # count the frequency of each unique element
                for num in nums:
                    if num in frequency:
                        frequency[num] += 1
                    else:
                        frequency[num] = 1
            
                arr = [(frequency[  

            Community Discussions

            QUESTION

            Swing JMenuBar not rendering properly
            Asked 2021-Jun-15 at 18:31

            First time actually using anything to do with swing - sorry for the poor code and crude visuals!
            Using swing for a massively over-complicated password checker school project, and when I came to loading in a JMenuBar, it doesn't render properly the first time. Once I run through one of the options first, it reloads correctly, but the first time it comes out like this: First render attempt
            But after I run one of the methods, either by clicking one of the buttons that I added to check if it was just the JFrame that was broken or using one of the broken menu options, it reloads correctly, but has a little grey bar above where the JMenuBar actually renders: Post-method render

            The code for the visuals is as follows:

            ...

            ANSWER

            Answered 2021-Jun-15 at 18:29

            You should separate creating your menu from your content. Please review the following example. I decoupled your menu, component, and event logic into meaningful phases.

            Source https://stackoverflow.com/questions/67991113

            QUESTION

            LeetCode TwoSum question returning buggy answer (C Implementation)
            Asked 2021-Jun-15 at 16:06

            Here is the question:

            ...

            ANSWER

            Answered 2021-Jun-15 at 16:06

            You have to assign the number of elements of the array to return (2 in this case) to what the argument returnSize points at (*returnSize) to tell the judge system how large the array you returned is.

            Source https://stackoverflow.com/questions/67989752

            QUESTION

            C++ Optimize Memory Read Speed
            Asked 2021-Jun-14 at 20:17

            I'm creating an int (32 bit) vector with 1024 * 1024 * 1024 elements like so:

            ...

            ANSWER

            Answered 2021-Jun-14 at 17:01

            Here are some techniques.

            Loop Unrolling

            Source https://stackoverflow.com/questions/67974127

            QUESTION

            Proof for the time complexity in big O of a inserting unique numbers in a list
            Asked 2021-Jun-14 at 14:10

            I was writing a simple loop in C++ and was wondering what the time complexity would be.

            My intuition tells me that it is O(n*log(n)) but I couldn't come up for a proof for the n*log(n)

            ...

            ANSWER

            Answered 2021-Jun-14 at 14:10

            Worst case is when the input has only unique numbers. In that case, the equivalent is:

            Source https://stackoverflow.com/questions/67970640

            QUESTION

            How to convert string values into numbers and booleans from an object?
            Asked 2021-Jun-13 at 16:57

            For exmaple if I have a JavaScript Object like,

            ...

            ANSWER

            Answered 2021-Jun-13 at 16:27
            1. convert string to int: parseInt() - this will turn a number withing "" to it's value.

            2. convert string to boolean: use Boolean(value) or !!value

            Source https://stackoverflow.com/questions/67960318

            QUESTION

            Arrange characters graph in python
            Asked 2021-Jun-13 at 08:36

            I am trying to make write a code that makes a graph of front and backward slashes based upon the values that user input

            ...

            ANSWER

            Answered 2021-Jun-13 at 08:36

            1. The first change to make to understand your output is the final print. Change it to an f-string or print the message and the output using separate print's. When you do print('some text\n', output) the comma gets inserted as a space after the newline and skews the top row of your output. How it looks when correct:

            Source https://stackoverflow.com/questions/67948386

            QUESTION

            Assigning values to a 2D array using a nested for loop
            Asked 2021-Jun-13 at 07:35

            I want to iterate values to my 2D array by using a nested for loop but here is what I have so far. I think it does populate my 2D array but not with the numbers I want. I want it to populate with the powers of 2 starting at 2. So my outcome would look like: 2, 4, 8, 16, 32, 64.. and so on until my rows and columns are complete.

            My code:

            ...

            ANSWER

            Answered 2021-Jun-13 at 07:35

            QUESTION

            Correct conditions for quickselect
            Asked 2021-Jun-13 at 06:59

            I am implementing the quick-select algorithm to get the kth element in an array, and I am stuck at a place where I don't know how to resolve. Here is my code that doesn't work:

            ...

            ANSWER

            Answered 2021-Jun-13 at 06:59

            If k < partitionIndex, only check the left partition, else only check the right partition.

            Source https://stackoverflow.com/questions/67954168

            QUESTION

            Better way to set values of list
            Asked 2021-Jun-12 at 15:04
            def max_end3(nums):
                for i in range(len(nums)):
                    if nums[0] > nums[2]:
                        nums[0] = nums[0]
                        nums[1] = nums[0]
                        nums[2] = nums[0]
                        return nums
                    elif nums[2] > nums[0]:
                        nums[0] = nums[2]
                        nums[1] = nums[2]
                        nums[2] = nums[2]
                        return nums
                    elif nums[0] == nums[2]:
                        nums[0] = nums[0]
                        nums[1] = nums[0]
                        nums[2] = nums[0]
                        return nums
            
            ...

            ANSWER

            Answered 2021-Jun-12 at 14:59

            You've got repeated logic. That is, in each of the three if clause blocks, you're setting all three locations equal to a particular value and then returning nums. Furthermore, you're using an if block to determine which of the two values is larger. The built-in function max will do this for you. So,

            Source https://stackoverflow.com/questions/67949936

            QUESTION

            Get each item from list to check if it is in password, but without for loop
            Asked 2021-Jun-11 at 05:11

            I want to make a password validator. When a user types a password, it will check for some special characters and numbers and length.

            Conditions:

            1. At least 1 letter between [a-z] and 1 letter between [A-Z].
            2. At least 1 number between [0-9].
            3. At least 1 character from [$#@].
            4. Minimum length 6 characters.
            5. Maximum length 16 characters.

            My code:

            ...

            ANSWER

            Answered 2021-Jun-11 at 03:49

            you can

            • use set to check if there are numbers and special characters in the password
            • use not .islower() and not .isupper() to check for at least 1 capital and at least 1 small letter. Since the islower() method returns False if the string contains at least one uppercase alphabet.

            code:

            Source https://stackoverflow.com/questions/67930886

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

            Vulnerabilities

            No vulnerabilities reported

            Install nums

            NumS releases are tested on Linux-based systems running Python 3.7, 3.8, and 3.9. NumS runs on Windows, but not all features are tested. We recommend using Anaconda on Windows. Download and install Anaconda for Windows here. Make sure to add Anaconda to your PATH environment variable during installation. To install NumS on Ray with CPU support, simply run the following command. We are working on providing support for conda installations, but in the meantime, run the following with your conda environment activated. To run NumS with S3, configure credentials for access by following instructions here: https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-files.html. NumS programs can run on a single machine, and can also seamlessly scale to large clusters. Read more about launching clusters.

            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 .
            Find more information at:

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            Install
          • PyPI

            pip install nums

          • CLONE
          • HTTPS

            https://github.com/nums-project/nums.git

          • CLI

            gh repo clone nums-project/nums

          • sshUrl

            git@github.com:nums-project/nums.git

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