forecast | forecast package for R | Predictive Analytics library

by robjhyndman R Version: v8.19 License: No License

X-Ray Key Features Code Snippets(1)Community Discussions(10)Vulnerabilities Install Support

kandi X-RAY | forecast Summary

forecast is a R library typically used in Analytics, Predictive Analytics applications. forecast has no bugs, it has no vulnerabilities and it has medium support. You can download it from GitHub.

forecast .

Support

Quality

Security

License

Reuse

Support

forecast has a medium active ecosystem.

It has 1020 star(s) with 333 fork(s). There are 82 watchers for this library.

It had no major release in the last 12 months.

There are 14 open issues and 600 have been closed. On average issues are closed in 105 days. There are no pull requests.

It has a neutral sentiment in the developer community.

The latest version of forecast is v8.19

Quality

forecast has 0 bugs and 0 code smells.

Security

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

forecast code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

forecast does not have a standard license declared.

Check the repository for any license declaration and review the terms closely.

Without a license, all rights are reserved, and you cannot use the library in your applications.

Reuse

forecast releases are available to install and integrate.

Installation instructions are not available. Examples and code snippets are available.

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forecast Key Features

No Key Features are available at this moment for forecast.

forecast Examples and Code Snippets

Return the weather forecast .

python

Lines of Code : 3

License : Permissive (MIT License)

Copy

def weather_forecast(q: str = "Kolkata, India", appid: str = APPID) -> dict:
    """https://openweathermap.org/forecast5"""
    return requests.get(URL_BASE + "forecast", params=locals()).json()

Community Discussions

Trending Discussions on forecast

BackgroundImage is not changing dynamically using tailwind & nextjs

NoSuchMethodError (NoSuchMethodError: The method '[]' was called on null. Receiver: null Tried calling: [](0))

How to scrape two tables with same classname?

Why SparseCategoricalCrossentropy is not working with this machine learning model?

How to access a state variable in getServerSideProps() in NextJS?

Python to compute MSE for every row

How to use curve_fit with barplot?

Loop output to list. Is there an elegant alternative?

How can I extend the quantile regression lines geom_quantile to forecast in ggplot?

Simple weather app breaking at weather.main.temp variable

QUESTION

BackgroundImage is not changing dynamically using tailwind & nextjs

Asked 2022-Apr-03 at 22:45

Intro

I am creating a weather application with nextJS and TailwindCSS. I had almost created the whole application but stuck at the end with this UI issue.

What do I want?

I want to change the backgroundImage dynamically depending upon the weather description ( ex: clear sky, haze, rain, snow).

Problem

For that I had written a function changeBackground("rain") but it is not working. I had defined all the image paths in the tailwind.config.js file. After debugging, I found that the function is giving the correct answer (printed answer in console) but my className="bg-${changeBackground("rain")}" not working. Below is the code for this

tailwind.config.js

...

ANSWER

Answered 2022-Apr-03 at 22:12

TailwindCSS doesn't allow you to generate classes dynamically. So when you use the following to generate the class…

Source https://stackoverflow.com/questions/71725430

QUESTION

NoSuchMethodError (NoSuchMethodError: The method '[]' was called on null. Receiver: null Tried calling: [](0))

Asked 2022-Mar-30 at 21:45

I am trying to create an application and this application gets information from the open-meteo API. I keep on encountering some errors that don't know how to fix. Would appreciate any help!!

title: Text(snapshot.data[i].longitude), //This is the line that is producing the error

...

ANSWER

Answered 2022-Mar-30 at 21:45

You need to add a condition to make sure that data is there by checking the status of the snapshot before using it to build your list. Similar to this:

Source https://stackoverflow.com/questions/71667580

QUESTION

How to scrape two tables with same classname?

Asked 2022-Mar-29 at 12:17

Is the first time that I'm scraping a website. The problem is that are two different tables with the same classname. By far I have learned that to find the data I have to find it by the classname of the HTML tag. The code works to scrape the data from the first table, but I want to do it for the second table as well.

...

ANSWER

Answered 2022-Mar-29 at 12:12

I think you can get both tables using find_all and store them as 'bs4.element.ResultSet' (tables in below code) which can iterate through using the for loop or through their indices

Source https://stackoverflow.com/questions/71661653

QUESTION

Why SparseCategoricalCrossentropy is not working with this machine learning model?

Asked 2022-Mar-29 at 07:03

I have a .csv database file which looks like this:

...

ANSWER

Answered 2022-Feb-06 at 19:25

Assuming the labels are integers, they have the wrong shape for SparseCategoricalCrossentropy. Check the docs. Try converting your y to one-hot encoded labels:

Source https://stackoverflow.com/questions/71008696

QUESTION

How to access a state variable in getServerSideProps() in NextJS?

Asked 2022-Mar-23 at 13:09

Intro

Hi all, I am new to NextJS. I am building a weather application using external APIs. I am fetching data from API and presenting it on frontend.

What I want?

I am fetching the data using getServerSideProps(). But what I want is that the user/client enters the city in the input box and then clicks and finally see the weather details of the respective city.

what I had done?

For this, I had defined a city state in the component but now I want that city to be get accessed in getServerSideProps().

How to do that?

Code ...

ANSWER

Answered 2022-Mar-23 at 13:09

State variables from the client-side can't be accessed from getServerSideProps as it runs on the server. You have to pass the data through query params to make it available server-side.

To pass city as a query parameter to be picked up in getServerSideProps you can use router.push inside the handleSubmit function.

Source https://stackoverflow.com/questions/71572004

QUESTION

Python to compute MSE for every row

Asked 2022-Mar-06 at 19:50

I am trying to compute the MSE for every row in my dataframe,

Below is my code-

...

ANSWER

Answered 2022-Mar-06 at 19:50

I'm surprised this mean_square_error function you import doesn't have an axis kwarg. Instead, use numpy

Source https://stackoverflow.com/questions/71373649

QUESTION

How to use curve_fit with barplot?

Asked 2022-Mar-04 at 00:10

I'm new with the function curve_fit() from scipy.optimize, but I can't get it to work. I've a barplot, really simple, and I would like to create a curve that "fit" it.

My code :

...

ANSWER

Answered 2022-Mar-04 at 00:10

curve_fit

You need to pass a fitting function to curve_fit. Note that the line you've drawn is quite overfit for such a small sample and would require a high-order polynomial (even a cubic fit won't look like that).

Here is an example of using a quartic fitting function f_curve4:

Source https://stackoverflow.com/questions/71344461

QUESTION

Loop output to list. Is there an elegant alternative?

Asked 2022-Feb-28 at 19:19

In order to get the accuracy values from a forecast output vs. actual values in long format with many models and id's, I wanted to loop through the data and iteratively reduce the input object by using tail(input_object, -Forecast_horizon).

I would rather prefer some tidy approach to do this, because looping like this seems odd and crude.

...

ANSWER

Answered 2022-Feb-28 at 18:43

There is no variation across id/model, in terms of .value/test_value, so the output is the same for each iteration. However, presumably your actual data has this variation. Below is an approach that groups by id and model (i.e. 12 groups), and then uses nest(), map() , and unnest_wider() to get your result

Source https://stackoverflow.com/questions/71299225

QUESTION

How can I extend the quantile regression lines geom_quantile to forecast in ggplot?

Asked 2022-Feb-17 at 20:24

I am trying to plot the quantile regression lines for a set of data. I would like to extend the quantile regression lines from geom_quantile() in order to show how they forecast similar to using stat_smooth() with the fullrange argument set to TRUE. However, there is no fullrange argument for geom_quantile(). As an example, see below:

...

ANSWER

Answered 2022-Feb-17 at 20:24

Under the hood, geom_quantile uses quantreg::rq, and it's very straightforward to use it directly to produce the same effect using geom_abline:

Source https://stackoverflow.com/questions/71164664

QUESTION

Simple weather app breaking at weather.main.temp variable

Asked 2022-Feb-11 at 01:22

I'm building a really basic weather app with React hooks, codesandbox.io and OpenWeatherAPI. It's breaking at const temp = forecast.main.temp; and returning "TypeError: Cannot read properties of undefined (reading 'temp')" It actually does run when I initially write it but breaks if I add another variable or have to edit the temp variable in any way.

...

ANSWER

Answered 2022-Feb-11 at 01:22

Issue

The initial forecast state is declared as an array:

Source https://stackoverflow.com/questions/71074222

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

Vulnerabilities

No vulnerabilities reported

Install forecast

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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