essence | AutoDiff DAG constructor , built on numpy and Cython | Machine Learning library

 by   thtrieu Python Version: Current License: GPL-3.0

kandi X-RAY | essence Summary

kandi X-RAY | essence Summary

essence is a Python library typically used in Artificial Intelligence, Machine Learning, Deep Learning, Pytorch, Tensorflow, Neural Network applications. essence has no bugs, it has a Strong Copyleft License and it has low support. However essence has 1 vulnerabilities and it build file is not available. You can download it from GitHub.

A directed acyclic computational graph builder, built from scratch on numpy and C, including auto-differentiation.
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            kandi-support Support

              essence has a low active ecosystem.
              It has 69 star(s) with 18 fork(s). There are 7 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              essence has no issues reported. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of essence is current.

            kandi-Quality Quality

              essence has no bugs reported.

            kandi-Security Security

              essence has 1 vulnerability issues reported (0 critical, 1 high, 0 medium, 0 low).

            kandi-License License

              essence is licensed under the GPL-3.0 License. This license is Strong Copyleft.
              Strong Copyleft licenses enforce sharing, and you can use them when creating open source projects.

            kandi-Reuse Reuse

              essence releases are not available. You will need to build from source code and install.
              essence 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.

            Top functions reviewed by kandi - BETA

            kandi has reviewed essence and discovered the below as its top functions. This is intended to give you an instant insight into essence implemented functionality, and help decide if they suit your requirements.
            • Build lstm3
            • Wrapper for _x
            • Return the module class factory
            • Register a slot for a slot
            • Calculate the reward
            • Resets the state
            • Return a boolean indicating whether the condition is valid
            • Store and learn the given transition
            • Return the best action for a given qfunc
            • Generate VQA model
            • Calculate the gradient of the kernel
            • Builds a VGG16 weight matrix
            • Full fully connected network
            • Embed a word embedding
            • Compute the forward function
            • Builds the network
            • Compute the norm of x
            • LSTM layer
            • Find the best action
            • Load trained vectors
            • Calculate the gradient of the model
            • Calculates the reward ratio
            • Set up the network
            • Compute the kernel matrix
            • Build infer function
            • Load data
            Get all kandi verified functions for this library.

            essence Key Features

            No Key Features are available at this moment for essence.

            essence Examples and Code Snippets

            Explanation
            Javadot img1Lines of Code : 123dot img1no licencesLicense : No License
            copy iconCopy
            @Getter
            @RequiredArgsConstructor
            public class Weapon {
                private final Integer id;
                private final String name;
            }
            
            
            public interface IUnitOfWork {
                
              String INSERT = "INSERT";
              String DELETE = "DELETE";
              String MODIFY = "MODIFY";
            
              void re  
            Explanation
            Javadot img2Lines of Code : 40dot img2no licencesLicense : No License
            copy iconCopy
            public class Product {
              private String title;
              private int productInventories;
              // getters and setters ->
              ...
            }
            
            
            @RestController
            public class Aggregator {
            
              @Resource
              private ProductInformationClient informationClient;
            
              @Resource
              priv  

            Community Discussions

            QUESTION

            How to resolve variable number of arguments problem of printf if reverse printing is not allowed
            Asked 2021-Jun-13 at 15:10

            I am taking a course about language design and this particular question has to do with how printf in C deal with issue of variable number of arguments. In essence, I learned that printf would push arguments from the last one all the way to the format string which stores information about offsets so that the frame pointer would find the format string and then use the offset derived from the format string to find arguments' offsets.

            But the question I have asks for another way to deal with this problem when reversing of arguments is not allowed. This confuses me. For now, my approach is move the frame pointer to the lowest point of the runtime stack so that it finds format string and offsets to the actuals are positive.

            Please advise

            ...

            ANSWER

            Answered 2021-Jun-13 at 15:00

            If you were to design a new compiler for a different calling convention, you could have the compiler push the number of actual arguments with which the call was done, or set that number in a specific register such as RAX/EAX, which will be overridden anyway.

            Another option would be to redefine the printf() API to have the format string as the last parameter. In this way you will have all you need to access the stack looking for your parameters.

            Source https://stackoverflow.com/questions/67959203

            QUESTION

            Updating a worksheetsheet within a Google Spreadsheet (ruby api)
            Asked 2021-Jun-12 at 06:15

            I have figured out a way to add a new worksheet to a an existing spreadsheet BUT I can't seem to figure out how to format the added worksheet.

            For example, I can color the header row of the first worksheet (that is the default worksheet) in a spreadsheet using the method below:

            ...

            ANSWER

            Answered 2021-Jun-12 at 06:15

            I believe your goal and your current situation as follows.

            • You want to use repeat_cell for the worksheet in Google Spreadsheet except for the sheet ID 0.
            • You want to achieve this using googleapis for ruby.
            • You have already been able to get and put values for Spreadsheet using Sheets API.

            In this case, how about retrieving the sheet ID using the sheet name with the method of spreadsheets.get? In the Spreadsheet, the same sheet name cannot be used. So, in this case, I thought that this direction might be useful for your situation. When this is reflected to your script, it becomes as follows.

            Modified script:

            In this script, the sheet ID is retrieved using the sheet name of "Sheet2" and the retrieved sheet ID is used for repeat_cell request.

            Source https://stackoverflow.com/questions/67945486

            QUESTION

            recursion and operator ||
            Asked 2021-Jun-11 at 20:43

            everyone!

            Please help me to understand some steps of the program execution.The essence of the program is that we have an initial number, for example number 13, and using recursion we create an expression as (((1 * 3) + 5) + 5). This program is from the textbook and there is no error in it.

            Somewhere in the middle of the program there comes a point where null || null and after this point the IDE starts to do steps I don't understand.

            Here's the function code

            ...

            ANSWER

            Answered 2021-Jun-11 at 20:43

            The following diagram explains your recursive calls tree

            • The numbers in blue represent the sequence.
            • The conditions in red represent why this call is made.

            Source https://stackoverflow.com/questions/67942557

            QUESTION

            Produce a function in Coq which outputs every witness to an existence-uniqueness axiom
            Asked 2021-Jun-11 at 09:25

            So, I'm pretty sure this should be possible without choice. Maybe I am wrong.

            Here is a minimal reproducible example of what I'm trying to do:

            ...

            ANSWER

            Answered 2021-Jun-11 at 09:25

            In the two links you mention, the problem is the segregation enforced by Coq between propositions (those types of type Prop) and other types (those with type Set or Type), with the idea being that proofs should not be needed for programs to run. However, in your case both set M and subset M are propositions, so this separation is not a problem: as you saw when defining fn0, Coq is perfectly happy to use the first component of your existential type to build the function you are looking for. This is a good point of constructive mathematics: modulo the separation between Prop and Type, choice is simply true!

            Rather, the problem comes from the second part of the proof, i.e. the proof of equality of functions. It is a subtle issue of Coq that equality of functions is not extensional, that is the following axiom cannot, in general, be proven

            Source https://stackoverflow.com/questions/67905273

            QUESTION

            Refer to the next row of a different column in r
            Asked 2021-Jun-10 at 11:48

            I want to create a column of when "end" time based on the following information

            ...

            ANSWER

            Answered 2021-Jun-10 at 11:43

            First step is OK, then just create new column which is lead of column (a-1) with default value (last value) equal to last value of column c.

            Source https://stackoverflow.com/questions/67920374

            QUESTION

            Replace column values in table with values from lookup based on matches in R using data.table
            Asked 2021-Jun-09 at 19:51

            I'd like to replace values in the table column with corresponding values of matches in the lookup column. I achieved this with data.table package "assign by reference" taking one value (and it's replacement) after the other, but I thought I could do something more modular.

            In summary, I do this:

            ...

            ANSWER

            Answered 2021-Jun-09 at 17:09

            We can do a join on the 'code' and 'old' from table and lookup respectively

            Source https://stackoverflow.com/questions/67908743

            QUESTION

            Pinescript storing high and low value's error
            Asked 2021-Jun-01 at 03:32

            I am trying to simulate a relatively basic trading strat but unfortunately my attempts aren't working.

            In essence, when there is a red candle, you buy whenever the next candle close is above that red candle's high. This buy price is constantly shifting to the next lower high as the next red candle makes a close beneath the original red candle's low. Any movement inside the candle's low and high is therefore ignored. After an entry is made, you then sell whenever the next candle is below the low of the candle you purchased at. This again continuously shift up as new and higher green candles are made.

            ...

            ANSWER

            Answered 2021-Jun-01 at 03:32

            I think this should accomplish what you are trying to do. Instead of structuring the way you have, I've tracked whether you are in a long or not. Keep in mind orders are executed on the open of the next bar from the signal. Green arrows represent the bar where the condition to enter occurred, the red x where the condition was met to close the position.

            We use barstate.isconfirmed to check the conditions right on the closing of the current bar. To keep it cleaner, I've separated the logic from the entry/close commands by using bool variables enter_long and exit_long. We can then also use these boolean variables to plotshape() to visually check the logic. If you have additional conditions you want to add later you can either use the same bool to flip the one entry command or have multiple different bools for each type of entry condition ie enter_x_long or enter_y_long etc. When things inevitably don't work as planned having plotshape() mapping out your different conditions will make it a lot easier to debug.

            It can also be helpful when coding these kinds of things to plot your levels like candlehigh to debug.

            Source https://stackoverflow.com/questions/67781602

            QUESTION

            Sending uint8_t array as string in HTTP GET request in C
            Asked 2021-May-31 at 14:56

            I am stumped at the following problem I face.

            I am trying to send a GET request with hex values as part of the path ( the server would recognise this and process it accordingly). Currently, I have it as follows for a test:

            ...

            ANSWER

            Answered 2021-May-31 at 14:56

            I made an example for you, with all variables correctly defined and initialized:

            Source https://stackoverflow.com/questions/67772778

            QUESTION

            Set multiple column values based on changing column conditions
            Asked 2021-May-28 at 08:30

            I want to take a dataframe of levels with different importance ranging from FIRST - THIRD like:

            ...

            ANSWER

            Answered 2021-Mar-04 at 10:32

            Comapre by Yes and for first Yes use double DataFrame.cumsum, then compare by 1 and create new DataFrame with numpy.where:

            Source https://stackoverflow.com/questions/66473016

            QUESTION

            Creating POST request to scrape website with python where no network form data changes
            Asked 2021-May-28 at 05:46

            I am scraping a website that dynamically renders with javascript. The urls don't change when hitting the > button So I have been trying to look at the inspector in the network section and more specifically the "General" section for the "Request Url" and the "Request Method" as well as in the "Form Data" section looking for any sort of ID that could be unique to distinguish each successive page. However when recording a log of clicking the > button from page to page the "Form Data" data seems to be the same each time (See images):

            Currently my code doesn't incorporate this method because I can't see it helping until I can find a unique identifier in the "Form Data" section. However, I can show my code if helpful. In essence it just pulls the first page of data over and over again in my while loop even though I'm using a driver with selenium and using driver.find_elements_by_xpath("xpath of > button").click() before trying to get the data with BeautifulSoup.

            (Updated code see comments)

            ...

            ANSWER

            Answered 2021-May-27 at 06:57

            I am using my own code to show how i am getting the table i add explanation as comment for important line

            Source https://stackoverflow.com/questions/67681527

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

            Vulnerabilities

            The mintToken function of a smart contract implementation for Essence, an Ethereum token, has an integer overflow that allows the owner of the contract to set the balance of an arbitrary user to any value.

            Install essence

            You can download it from GitHub.
            You can use essence 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

            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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            https://github.com/thtrieu/essence.git

          • CLI

            gh repo clone thtrieu/essence

          • sshUrl

            git@github.com:thtrieu/essence.git

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