covid | Modelling epidemiological dynamics and performing inference | Machine Learning library

 by   plai-group Python Version: Current License: Non-SPDX

kandi X-RAY | covid Summary

kandi X-RAY | covid Summary

covid is a Python library typically used in Manufacturing, Utilities, Energy, Utilities, Artificial Intelligence, Machine Learning, Deep Learning applications. covid has no bugs, it has no vulnerabilities and it has low support. However covid build file is not available and it has a Non-SPDX License. You can download it from GitHub.

Modelling epidemiological dynamics and performing inference in these models
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            kandi-support Support

              covid has a low active ecosystem.
              It has 25 star(s) with 2 fork(s). There are 6 watchers for this library.
              OutlinedDot
              It had no major release in the last 6 months.
              There are 0 open issues and 1 have been closed. On average issues are closed in 11 days. There are no pull requests.
              It has a neutral sentiment in the developer community.
              The latest version of covid is current.

            kandi-Quality Quality

              covid has 0 bugs and 0 code smells.

            kandi-Security Security

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

            kandi-License License

              covid 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

              covid releases are not available. You will need to build from source code and install.
              covid 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.
              covid saves you 519 person hours of effort in developing the same functionality from scratch.
              It has 1250 lines of code, 53 functions and 12 files.
              It has low code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed covid and discovered the below as its top functions. This is intended to give you an instant insight into covid implemented functionality, and help decide if they suit your requirements.
            • Plot a family of trajectories
            • Make a parameter plot
            • Calculate Policy Tradeoff
            • Make a policy plot
            • Plot an experiment
            • Plot an ensemble
            • Plots the seir
            • Set figure size
            • Make a trajectory plot
            • Extract statistics from results
            • Calculates the alphas
            • Runs the nmc estimate
            • Simulate the SIR
            • Simulate the SIR process
            • Calculate the difference between two states
            • Generate a plot of nmc
            • Performs a parallel NMC estimate
            • Set up matplotlib rcParams
            • Plots the offspring of infected deaths
            • Make a plot of the simulated residuals
            • Sample prior parameters
            • Sample from unknown parameters
            • Return true if the simulation is valid
            • Sample from 0 to 0
            Get all kandi verified functions for this library.

            covid Key Features

            No Key Features are available at this moment for covid.

            covid Examples and Code Snippets

            No Code Snippets are available at this moment for covid.

            Community Discussions

            QUESTION

            Can I add grouping line labels above my ggplot bar/column chart?
            Asked 2022-Mar-29 at 18:32

            I'm interested in adding grouping labels above my ggplot bar charts. This feature exists for data visualizations such as phylogenetic trees (in ggtree), but I haven't found a way to do it in ggplot.

            I've tried toying around with geom_text, and geom_label, but I haven't had success yet. Perhaps there's another package that enables this functionality? I've attached some example code that should be fully reproducible. I'd like the rating variable to go over the bars of the continents listed (spanning multiple continents).

            Any help is greatly appreciated! Thank you!

            P.S. pardon all the comments - I was writing a teaching tutorial.

            ...

            ANSWER

            Answered 2022-Mar-29 at 18:32

            One approach to achieve your desired result would be via geom_segment. To this end I first prepare a dataset containing the start and end positions of the segments to be put on top of the bars by rating group. Basically this involves converting the discrete locations to numerics.

            Afterwards it's pretty straightforward to add the segments and the labels.

            Source https://stackoverflow.com/questions/71666754

            QUESTION

            Cannot read properties of undefined (reading 'params') Uncaught TypeError whilte fetching data from JSON
            Asked 2022-Mar-10 at 17:44

            I have a Json File which contains blog, when I am passing

            ...

            ANSWER

            Answered 2022-Mar-10 at 17:44

            It appears you are using react-router-dom@6 so there are no longer any route props. In other words, props.match is undefined. Reading into props.match.params then throws the error.

            Use the useParams hook to access the date route param.

            Source https://stackoverflow.com/questions/71428508

            QUESTION

            Select option in dropdown box using Rselenium
            Asked 2022-Feb-08 at 13:40

            I'm trying to use RSelenium to select the theme 'loneliness' from the drop-down box in the tab mental health and wellbeing from https://analytics.phe.gov.uk/apps/covid-19-indirect-effects/#. I can get Rselenium to go the the mental health tab but I haven't had any luck in selecting the 'loneliness' theme. I would be grateful for any steer as I've reviewed many posts from Stack Overflow (you can chuckle at my many failed attempts) and still no joy.

            I would be really grateful for any pointers!

            ...

            ANSWER

            Answered 2022-Feb-07 at 11:45

            Looks like the dropdowns are using selectize.js. Something like the below seems to work:

            Source https://stackoverflow.com/questions/70989818

            QUESTION

            Removing specific from beautifulsoup4 web crawling results
            Asked 2021-Dec-20 at 08:56

            I am currently trying to crawl headlines of the news articles from https://7news.com.au/news/coronavirus-sa.

            After I found all headlines are under h2 classes, I wrote following code:

            ...

            ANSWER

            Answered 2021-Dec-20 at 08:56
            What happens?

            Your selection is just too general, cause it is selecting all

            and it do not need a .decompose() to fix the issue.

            How to fix?

            Select the headlines mor specific:

            Source https://stackoverflow.com/questions/70418326

            QUESTION

            Python Pandas - Faster Way to Iterate Through Categories in Data While Removing Outliers (Without For Loop)
            Asked 2021-Dec-04 at 16:23

            Suppose I have a dataframe like such:

            ...

            ANSWER

            Answered 2021-Dec-04 at 16:23

            QUESTION

            Using geom_map with transition_time gets Error: Error in insert_points(polygon$x, polygon$y, splits, n)
            Asked 2021-Dec-02 at 22:47

            I'm trying to show the growth of COVID cases in New York state

            This code gets the plot I want but without the animation or aspect of time.

            Full error:

            Error in insert_points(polygon$x, polygon$y, splits, n):
            Not compatible with requested type: [type=NULL; target=double].

            ...

            ANSWER

            Answered 2021-Nov-30 at 12:11

            You need to tell {gganimate} what polygons to transition to one another. It won't be able to guess that for you. In other words, you need to add a group identifier to each transition state (meaning each county by date).

            I filtered to only one state because the reprex on the entire data kept crashing. I have transformed to a log scale for your counts, in order to represent the data range better. (there are a few negative values, therefore the warning)

            Source https://stackoverflow.com/questions/70163323

            QUESTION

            How to verify EU COVID Vaccine QRCode Signature in Java?
            Asked 2021-Nov-01 at 21:08

            Is there anyway to verify the signature of the EU Covid Vaccine QR Code and make sure the QR Code was issued by an authorized entity?

            ...

            ANSWER

            Answered 2021-Nov-01 at 21:08

            Thanks to Gaetano Piazzolla who recently wrote an article on how to verify Green-Pass QR Code Signature. Here is the article link: Green-Pass QR Code Signature Verification

            He also wrote another article on how to Decode the EU Green-Pass QRCode. Here is the link of the article: Decode the EU Green-Pass QRCode

            Note: you don't need to upvote, I'm just adding this as an answer so that everybody can benefit from these great articles.

            Source https://stackoverflow.com/questions/69635855

            QUESTION

            Replacing leading NAs by group with 0s, but Keep other NAs
            Asked 2021-Oct-10 at 17:55

            I have a COVID data frame grouped by state with 60 columns. As the COVID started at different times across states, therefore there are NAs before values for different states. Different indicators (column9) also have data starting differently. Below is a sample df I made for the demonstration.

            ...

            ANSWER

            Answered 2021-Oct-10 at 14:21

            Using by and looking where a column is.na and NA is not repeated, i.e. boolean differences are smaller or equal to zero.

            Source https://stackoverflow.com/questions/69515690

            QUESTION

            Get last JSON array element with HTTP request
            Asked 2021-Aug-21 at 21:21

            Is it possible to take the last / penultimate element of a JSON Array file hosted on GitHub, without downloading the entire file?

            Because the file is 10 MB, I only need the last two cells of the array, in fact every time I go to get the information it takes a lot of time to load due to the weight of the file.

            File link: https://raw.githubusercontent.com/pcm-dpc/COVID-19/master/dati-json/dpc-covid19-ita-regioni.json

            I retrive the information with this code:

            ...

            ANSWER

            Answered 2021-Aug-21 at 21:21

            As far as I know, there is no way to "jump" to the end of the call response.

            Still, I would approach this, this way:

            If the data changes constantly:

            • Recieve the data at a fixed interval and not every time I need it.
            • Get the data and save it somewhere (through an Object or cache the part of the file that you need in a temporary place).

            If the data does not change

            • Fetch the data when the application starts running and use an Object to keep the data needed

            Source https://stackoverflow.com/questions/68871718

            QUESTION

            How to set a good date with chart js
            Asked 2021-Jun-12 at 07:16

            I make a graph with NextJs and ChartJs on the stats of the covid (over the last 30 days) that I get with an API that provides me with the date and the stats :

            ...

            ANSWER

            Answered 2021-Jun-12 at 07:16

            Object.keys returns an array. So currently you have an array of array like:

            Source https://stackoverflow.com/questions/67946449

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

            Vulnerabilities

            No vulnerabilities reported

            Install covid

            You can download it from GitHub.
            You can use covid 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/plai-group/covid.git

          • CLI

            gh repo clone plai-group/covid

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            git@github.com:plai-group/covid.git

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