Reservoir | Code for Reservoir | Machine Learning library

 by   jiahao42 Python Version: Current License: MIT

kandi X-RAY | Reservoir Summary

kandi X-RAY | Reservoir Summary

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

Code for Reservoir computing (Echo state network)
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            kandi-support Support

              Reservoir has a low active ecosystem.
              It has 34 star(s) with 16 fork(s). There are 1 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 1 open issues and 1 have been closed. On average issues are closed in 2 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of Reservoir is current.

            kandi-Quality Quality

              Reservoir has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              Reservoir 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

              Reservoir releases are not available. You will need to build from source code and install.
              Reservoir has no build file. You will be need to create the build yourself to build the component from source.
              Reservoir saves you 94 person hours of effort in developing the same functionality from scratch.
              It has 241 lines of code, 6 functions and 3 files.
              It has high code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed Reservoir and discovered the below as its top functions. This is intended to give you an instant insight into Reservoir implemented functionality, and help decide if they suit your requirements.
            • Run the experiment
            • Train the reservoir
            • Runs the trained ESN
            • Renders the model
            Get all kandi verified functions for this library.

            Reservoir Key Features

            No Key Features are available at this moment for Reservoir.

            Reservoir Examples and Code Snippets

            No Code Snippets are available at this moment for Reservoir.

            Community Discussions

            QUESTION

            Balanced when I check model, but imbalanced when I simulate
            Asked 2021-May-22 at 15:11

            I am trying to simulate the flow in pipes between reservoirs. I have created my own pipe component (based on Modelica.Fluid) and it works fine when I simulate from one tank to another as shown below.

            However, when I try to connect two pipes in series, as shown in the picture below, the model does not work. When I check my model, I'm told my model is balanced and has 402 equations and 402 variables. However, when I try to simulate I get the following error message:

            ...

            ANSWER

            Answered 2021-May-22 at 15:11

            The problem is something like:

            Source https://stackoverflow.com/questions/67650582

            QUESTION

            How to remove the arrows icons from a Material UI TextField
            Asked 2021-May-14 at 13:45

            I need to remove the right icons that are the up and down arrows from a Material UI TextField that I modified from the Material UI documentations (https://material-ui.com/components/autocomplete/#autocomplete) Highlights section.

            I tried some solutions from stack overflow like (Remove the arrow and cross that appears for TextField type=“time” material-ui React) and (Remove the arrow and cross that appears for TextField type=“time” material-ui React) but they didn't work and, I ended up with the following code:

            App.js:

            ...

            ANSWER

            Answered 2021-May-14 at 13:22

            According to this document you need to add freesolo

            Source https://stackoverflow.com/questions/67534892

            QUESTION

            Material UI Autocomplete not working using modified TextField
            Asked 2021-May-14 at 01:59

            I need to modify the Autocomplete Highlight provided as an example to fit my needs. (https://material-ui.com/components/autocomplete/#autocomplete)

            The Highlight example provided has borders so I used the solution from this link (how to remove border in textfield fieldset in material ui) to modify my TextField and remove it's border and it works except that when I type in the search input I don't get the autocomplete suggestions.

            I also replaced the Icon, and ended up with the following code:

            ...

            ANSWER

            Answered 2021-May-14 at 01:59

            In order for autocomplete to work , you also need to pass on the InputProps down to custom textfield. So I would change your renderInput function like this:

            Source https://stackoverflow.com/questions/67527742

            QUESTION

            Bottleneck does not seem to actually rate-limit requests?
            Asked 2021-Apr-27 at 22:32

            I am writing a program which needs to iterate through a number of items, performing an HTTP GET request on each item in turn. The HTTP GET request is rate-limited by the third-party API to a maximum of 5 requests per minute. I am trying to use Bottleneck to limit my requests out to this API, to little success.

            A minimum example of my problem is as follows:

            ...

            ANSWER

            Answered 2021-Apr-27 at 22:32

            Turns out it was just a difficult to find typo.

            In my original code, I had the following to define my rate limiter:

            Source https://stackoverflow.com/questions/67289910

            QUESTION

            why is my nsis script select folder dialog not showing up?
            Asked 2021-Apr-22 at 21:29

            Here don’t understand why if you only select MyApp it does not allow the user to select the directory. For each of the programs, the MUI_PAGE_DIRECTORY macro is where it indicates that the user should select the directory, which the SelectFilesMyApp clearly has, so I am not sure why yet if the user only selects that program it doesn’t allow them to pick a custom directory. If they select all the programs, then the user can select a custom director for each of the MyPartnerApp Plugin, MyApp, and LicenseManager programs.

            Here is the full script, which is partly based on https://nsis.sourceforge.io/Two_installations_in_one_installer:

            ...

            ANSWER

            Answered 2021-Apr-22 at 21:29

            This is what I ended up using:

            Source https://stackoverflow.com/questions/66648325

            QUESTION

            Parsing values in dictionary to a list in pyspark
            Asked 2021-Apr-16 at 11:26

            [![enter image description here][1]][1]I want to convert the existing JSON in the column:

            ...

            ANSWER

            Answered 2021-Apr-15 at 04:50
            df['col'] = df['some_other_col'].apply(lambda row: [x.get('name',0) for x in row] )
            

            Source https://stackoverflow.com/questions/67102399

            QUESTION

            how to make two particles collide in tkinter python 3?
            Asked 2021-Apr-08 at 12:42

            I'm currently trying to make two particles in a gaseous state collide, but I'm not too sure how to write a code that will make this happen, I have a rough draft of what I could do but I don't really know how I could properly implent it (lines 43-54 i.e the code after the comment #collision of i with another particle j) after the collision occurs I wanted them to go in the opposite direction with different speedssince I will be computing the kinetic energy depending on the mass of the particles. The goal of the project is to basically show the conservation of kinetic energy of multiple particles of differnet parameters(velocity,mass,direction) moving in gaz. Here's my current code, any help would be greatly appreciated!!:

            ...

            ANSWER

            Answered 2021-Apr-08 at 12:42

            QUESTION

            Is it possible to send global values to another model in OpenModelica?
            Asked 2021-Mar-09 at 15:39

            I'm trying to create a model in OpenModelica which contains several other components (pipes, reservoirs). Currently I'm modifying a pipe in the Modelica.Fluid-library using a staggered grid, and need to determine the smallest step size dx in the entire model.

            Is it possible to do the following?

            1. Calculate dx_1 in pipe 1 and dx_2 in pipe 2.
            2. Send dx_1 and dx_2 to an array in a global model (similar to Modelica.Fluid.System).
            3. Determine the smallest dx = min(dx_1, dx_2) and send back to both pipe 1 and pipe 2.

            I have calculated both dx_1 in pipe 1 and dx_2 in pipe 2, and created an array in a data storage model similar to Fluid.System. I am, however, struggling with sending the step sizes to the data storage model, and sending them back again after determining the smallest dx.

            Is this even possible? How would one go about to do so?

            ...

            ANSWER

            Answered 2021-Mar-09 at 15:39

            Yes, there are several possibilities.

            As you mention, the pipes can access variables/parameters in the data storage model if this is instantiated as inner in your global model and declared as outer in each pipe model. As with the Modelica.Fluid models referring to Fluid.System, the pipes can access dx_minin the data storage model.

            This is a code example, loosely based on your question:

            Source https://stackoverflow.com/questions/66548497

            QUESTION

            Gensim returns "ValueError: input must have more than one sentence" in for loop through list of paragraphs
            Asked 2021-Feb-04 at 15:04

            I'm trying to use gensim summarize() to simplify paragraphs in job descriptions. I webscraped a bunch of job descriptions using the selenium package and stored them in a list.

            ...

            ANSWER

            Answered 2021-Feb-04 at 00:09

            Note that the summarization module will be removed from the next Gensim release:

            https://github.com/RaRe-Technologies/gensim/wiki/Migrating-from-Gensim-3.x-to-4#11-removed-gensimsummarization

            (It was quite idiosyncratic in its approach, hard-to-generalize, and without any active maintenance.)

            That said, if you're getting the error "input must have more than one sentence", you're probably feeding it an input of just one sentence – or at least, something that looks like a single sentence to its very-crude sentence-splitter.

            Have you tried printing the text values that specifically trigger this error, to verify that they have more than one sentence?

            Source https://stackoverflow.com/questions/66031545

            QUESTION

            Storing the results of a macro into a table
            Asked 2020-Dec-27 at 22:20

            I found a procedure in R that I want to iterate for different values.

            The original procedure looks like this (runs completely in base R):

            ...

            ANSWER

            Answered 2020-Dec-27 at 22:19

            1) Using the modified code in the question, before the first for insert this line to initialize mseDF:

            Source https://stackoverflow.com/questions/65469644

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

            Vulnerabilities

            No vulnerabilities reported

            Install Reservoir

            You can download it from GitHub.
            You can use Reservoir 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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