Sylvester | A language for scientific computing that focuses on safety | Machine Learning library

 by   allisterb Jupyter Notebook Version: Current License: Non-SPDX

kandi X-RAY | Sylvester Summary

kandi X-RAY | Sylvester Summary

Sylvester is a Jupyter Notebook library typically used in Artificial Intelligence, Machine Learning applications. Sylvester has no bugs, it has no vulnerabilities and it has low support. However Sylvester has a Non-SPDX License. You can download it from GitHub.

A language for scientific computing that focuses on safety, expressiveness, and interoperability
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              Sylvester has a low active ecosystem.
              It has 50 star(s) with 7 fork(s). There are 5 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              Sylvester has no issues reported. There are 6 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of Sylvester is current.

            kandi-Quality Quality

              Sylvester has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              Sylvester has a Non-SPDX License.
              Non-SPDX licenses can be open source with a non SPDX compliant license, or non open source licenses, and you need to review them closely before use.

            kandi-Reuse Reuse

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

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            Sylvester Key Features

            No Key Features are available at this moment for Sylvester.

            Sylvester Examples and Code Snippets

            No Code Snippets are available at this moment for Sylvester.

            Community Discussions

            QUESTION

            Why non-linear response to random values is always positive?
            Asked 2021-Mar-24 at 14:10

            I'm creating a non-linear response to a series of random values from {-1, +1} using a simple Volterra kernel:

            With a zero mean for a(k) values I would expect r(k) to have a zero mean as well for arbitrary w values. However, I get r(k) with an always positive mean value, while a mean for a(k) behaves as expected: is close to zero and changes sign from run to run.

            Why don't I get a similar behavior for r(k)? Is it because a(k) are pseudo-random and two different values from a are not actually independent?

            Here is a code that I use:

            ...

            ANSWER

            Answered 2021-Mar-21 at 13:17

            I'm not certain if this is the case for Volterra kernels, but many kernels are positive definite, and some kernels, such as covariance functions, do not admit values less than zero (e.g. Squared Exponential/RBF, Rational Quadratic, Matern kernels).

            If these are not the cases for the Volterra kernel, you can also try changing the random seed to seed the RNG differently to check if this is still the case. Here is a looped version of your code that iterates over different random seeds:

            Source https://stackoverflow.com/questions/66724094

            QUESTION

            Are the answers of this C++ quiz correct?
            Asked 2021-Jan-06 at 09:18

            In the university I had a quiz today. The quiz is over but I can't understand some of its questions are their correct answers.

            Note: I am not asking this to solve my quiz. Quiz is over I am just confused in some questions.

            Question 1:

            Consider the following variable declarations:

            ...

            ANSWER

            Answered 2021-Jan-06 at 09:12

            3 errors in question 2:

            1. missing ( ) around the if condition
            2. in the second part of the if condition there must be double ==
            3. { } are missing

            To be a valid code it must be set like this:

            Source https://stackoverflow.com/questions/65592913

            QUESTION

            How to assign labels/score to data using machine learning
            Asked 2020-Jul-26 at 07:33

            I have a dataframe made by many rows which includes tweets. I would like to classify them using a machine learning technique (supervised or unsupervised). Since the dataset is unlabelled, I thought to select a few rows (50%) to label manually (+1 pos, -1 neg, 0 neutral), then using machine learning to assign labels to the other rows. In order to do this, I did as follows:

            Original Dataset

            ...

            ANSWER

            Answered 2020-Jul-26 at 00:24

            IIUC, you have a percentage of the data labelled and require labelling the remaining data. I would recommend reading about Semi-Supervised machine learning.

            Semi-supervised learning is an approach to machine learning that combines a small amount of labeled data with a large amount of unlabeled data during training. Semi-supervised learning falls between unsupervised learning (with no labeled training data) and supervised learning (with only labeled training data)

            Sklearn provides quite an extensive variety of algorithms that can assist with this. Do check this out.

            If you need more insight into this topic I would highly recommend checking this article out as well.

            Here is an example with the iris data set -

            Source https://stackoverflow.com/questions/63024842

            QUESTION

            Syntactic sugar, simplify list initialisation like dictionary
            Asked 2020-Jul-16 at 12:34

            To initialize a List you have to use individual type initializer for each element - something like this:

            ...

            ANSWER

            Answered 2020-Jun-25 at 15:19

            Collection initializers for List and Dicitionary use internally Add method, for List it is public void Add (T item); and for dictionary it is public void Add (TKey key, TValue value);, so Dictionary collection initializer does not actually construct KeyValuePair to pass it to the Add method and this code:

            Source https://stackoverflow.com/questions/62578491

            QUESTION

            if else list comprehension in dictionary
            Asked 2020-Apr-06 at 14:24

            Lets say I have a dictionary,

            ...

            ANSWER

            Answered 2020-Apr-06 at 14:16

            The dictionary comprehension only has separate expressions for key and value. k : v by itself isn't a valid expression, so it can't be nested inside an if-then-else expression either. You'd need to wrap key and value each in a separate if-then-else expression for it to work.

            Luckily, as the key is the same in both cases, you just need to make an expression for the value.

            Source https://stackoverflow.com/questions/61061783

            QUESTION

            Google Sheets ARRAYFORMULA count preceeding rows that meet condition
            Asked 2020-Mar-25 at 19:08

            Let's say I have a spreadsheet that looks something like this:

            ...

            ANSWER

            Answered 2020-Mar-25 at 19:07

            QUESTION

            How do I merge data from 2 sequences and get one distinct sequence in XSLT?
            Asked 2020-Feb-24 at 19:13

            I have a XML source similar to this:

            ...

            ANSWER

            Answered 2020-Feb-24 at 19:13

            Why not simply:

            XSLT 2.0

            Source https://stackoverflow.com/questions/60382066

            QUESTION

            Convert DataSnapshot to class object
            Asked 2019-Dec-26 at 08:26

            I'm newbie to Firebase Database and I'm following Google's Docs to retrive data from my database.
            I have this structure:

            ...

            ANSWER

            Answered 2017-Nov-23 at 15:45

            If you have private fields, you need to add getters and setters. If you don't want setters and getters, use public fields.

            Additionally, since your Profile class is nested inside your fragment, you'll need to mark it as static. So public static class Profile{. Also see this comment on Github: https://github.com/firebase/FirebaseUI-Android/issues/46#issuecomment-167373575

            Source https://stackoverflow.com/questions/47457511

            QUESTION

            JavaScript array has elements but length is zero
            Asked 2019-Oct-31 at 00:16

            I've done some searching around the web and nothing seems to solve my problem. I have the following jQuery code:

            ...

            ANSWER

            Answered 2019-Oct-30 at 22:49

            It looks like your .forEach() is the root of the problem. The parameters of a forEach are currentValue, index like this: array.forEach(function(currentValue, index) {}); but it looks like you're using them in the opposite way

            Try rewriting that iteration to this:

            Source https://stackoverflow.com/questions/58634568

            QUESTION

            Flutter Get JSON and return result
            Asked 2019-Sep-10 at 06:37

            So I tried to follow the photo example for flutter JSON - the example works but when I tried to exit the JSON http://api.radiomedia.com.au/api-access/news I ran into an issue which the example does not cover. It's the start of the JSON string

            ...

            ANSWER

            Answered 2019-Sep-10 at 06:37

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

            Vulnerabilities

            No vulnerabilities reported

            Install Sylvester

            You can download it from GitHub.

            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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            CLONE
          • HTTPS

            https://github.com/allisterb/Sylvester.git

          • CLI

            gh repo clone allisterb/Sylvester

          • sshUrl

            git@github.com:allisterb/Sylvester.git

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