sherpa | Fit models to your data in Python with Sherpa | Analytics library

 by   sherpa Python Version: 4.16.1 License: GPL-3.0

kandi X-RAY | sherpa Summary

kandi X-RAY | sherpa Summary

sherpa is a Python library typically used in Analytics applications. sherpa has build file available, it has a Strong Copyleft License and it has low support. However sherpa has 419 bugs and it has 2 vulnerabilities. You can install using 'pip install sherpa' or download it from GitHub, PyPI.

Sherpa is a modeling and fitting application for Python. It contains a powerful language for combining simple models into complex expressions that can be fit to the data using a variety of statistics and optimization methods. It is easily extensible to include user models, statistics, and optimization methods. It provides a high-level User Interface for interactive data-analysis work, such as within a Jupyter notebook, and it can also be used as a library component, providing fitting and modeling capabilities to an application. What can you do with Sherpa?. Documentation for Sherpa is available at [Read The Docs] and also for [Sherpa in CIAO] A [Quick Start Tutorial] is included in the notebooks folder and can be opened with an ipython notebook.
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            kandi-support Support

              sherpa has a low active ecosystem.
              It has 137 star(s) with 49 fork(s). There are 14 watchers for this library.
              There were 1 major release(s) in the last 6 months.
              There are 417 open issues and 426 have been closed. On average issues are closed in 212 days. There are 55 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of sherpa is 4.16.1

            kandi-Quality Quality

              OutlinedDot
              sherpa has 419 bugs (10 blocker, 2 critical, 214 major, 193 minor) and 4208 code smells.

            kandi-Security Security

              sherpa has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
              sherpa code analysis shows 2 unresolved vulnerabilities (0 blocker, 2 critical, 0 major, 0 minor).
              There are 19 security hotspots that need review.

            kandi-License License

              sherpa 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

              sherpa releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              Installation instructions, examples and code snippets are available.
              sherpa saves you 64294 person hours of effort in developing the same functionality from scratch.
              It has 72793 lines of code, 5022 functions and 332 files.
              It has medium code complexity. Code complexity directly impacts maintainability of the code.

            Top functions reviewed by kandi - BETA

            kandi has reviewed sherpa and discovered the below as its top functions. This is intended to give you an instant insight into sherpa implemented functionality, and help decide if they suit your requirements.
            • Neldermead method .
            • Return the estimated parameters for each parameter .
            • Wrapper for tstopt .
            • Get phacrate data .
            • Calculate confidence interval
            • Sample the photon flux .
            • Run montecar .
            • Calculates the statistic for a given statistic function .
            • Calculate the lmd of a given function .
            • Process a parameter definition .
            Get all kandi verified functions for this library.

            sherpa Key Features

            No Key Features are available at this moment for sherpa.

            sherpa Examples and Code Snippets

            No Code Snippets are available at this moment for sherpa.

            Community Discussions

            QUESTION

            JS Object Field Extraction from an Array
            Asked 2021-Apr-12 at 13:55

            This is my Product

            ...

            ANSWER

            Answered 2021-Apr-12 at 13:26

            You are creating quite a few objects and then spread them again, which I don't see any use for. For starters maybe merge them.

            Source https://stackoverflow.com/questions/67053531

            QUESTION

            How can I left-join two datasets multiple times with each time using a different variable as a key?
            Asked 2020-Oct-02 at 22:28

            I am combining two dataframes using left_join as I need to keep all the rows from X and only matched ones from Y. However, there is no one column which provides a perfect match. Instead there is 1 column in X which partially matches 2 columns in Y, and a second column in X which partially matches a third column in Y. Only by matching on all 3 can I adequately merge the data since they all match on different combinations of rows (with some overlap).

            My strategy so far has been to do three seperate left_join commands, each with a different match. Doing this enables me to match about 95% of the rows (the first match only gets about 70%). However, this leaves me with three versions of each column from Y in the merged data. I have tried using paste and a number of other ways to combine them, but either it hasn't worked or the new columns aren't helpful as they are concatenated (e.g. showing "12345 NA 12345" or "NA NA NA"). I need it to show only the first non-NA result as all non-NA results will be identical. So for the two examples above I would want to return only "12345" and "NA".

            So I think I either need to figure out how to do a left_join on multiple columns (This doesn't work, but something like:

            ...

            ANSWER

            Answered 2020-Oct-02 at 16:35

            Here is an example of left-join data Y with X using X twice on variable ColumnA and then on variable ColumnB.

            Note:

            • Y and X share two variables ColumnA, ColumnB, so that after each left-join, you want to combine the columns that are not used as the join-key (for example, after joining on ColumnA, combine ColumnB's of the two datasets).
            • Be sure to know want to do about potential overlap that may emerge by joining twice on two different variables. The example below prioritize the first left-join in that those already joined from X are excluded in the second left-join.

            Source https://stackoverflow.com/questions/64172313

            QUESTION

            Pandas Python - value_counts() or idxmax() returns different value each time
            Asked 2019-Dec-27 at 00:33

            I have a Series which consists of a list of some random products. This is what it looks like if I print the describe:

            ...

            ANSWER

            Answered 2019-Dec-27 at 00:33

            It seems there has been previous issues regarding how pandas value_counts() deals with tied values, in an inconsistent way.

            As for idxmax() the documentation states clearly:

            If multiple values equal the maximum, the first row label with that value is returned.

            I am afraid the amount of information you provide is not enough for me to generate a full example with your data but here is an attempt:

            Source https://stackoverflow.com/questions/59494111

            QUESTION

            How to get rid of Permission denied (publickey) error on running bundle exec foreman start?
            Asked 2019-Nov-23 at 08:16

            Whenever I run bundle exec foreman start I am getting below error.

            It was working fine till now, but it stopped working suddenly.

            Procfile

            web: bundle exec rails s -p 3000

            redis: redis-server --port 6379

            db: /usr/local/bin/mysqld --gdb

            watch_re: npm run watch:js:re

            watch_vue: npm run watch:js:vue

            sidekiq: bundle exec sidekiq -q high -q default -q crawler_facebook -q crawler_twitter -q mckinley -q twitter_io -q twitter_reach_freq -q master_update -q twitter_check_notification -q tw_report_file_creator -q mojaco_tw_crawler -q mojaco_fb_crawler -q fb_report_file_creator -q cache_manager -q facebook_attribution

            ssh_tunneling_for_elasticache: ssh -N -L 60660:sherpa-production.y6mej4.0001.apne1.cache.amazonaws.com:60660 ec2-user@ec2-13-114-37-187.ap-northeast-1.compute.amazonaws.com -o "StrictHostKeyChecking no" -o "UserKnownHostsFile /dev/null"

            ...

            ANSWER

            Answered 2017-Jul-28 at 08:28

            Your public SSH-key is unknown to the AWS-server.

            Source https://stackoverflow.com/questions/45368057

            QUESTION

            How to return a list of all points earned and add/remove a role
            Asked 2019-Sep-13 at 14:50

            I've built a reaction based voting system which allows for users in my discord server to vote for someone, and based on the vote they are given they will get x amount of points E.G 5 star rating gives 10 points.

            All these figures are then added to a SQL-Server Database along with the person who voted for them and the DateTime the vote was cast.

            What i am now trying to figure out is how can i add/remove roles for people who are being voted for. For example once a member recieves 100 points they are a assigned X role and if they drop below 100 remove the role is removed.

            I'm struggling to figure out how i would write the SQL Function to get this information - i think i'll be confident enough to write the c# to accompany this.

            Fields in my Table are

            • Sherpa - Person who has been voted for
            • VotedBy - Person who voted
            • Date - Date the vote was cast
            • Points - The amount of points awarded

            Example of how the data is being stored to the Database

            ...

            ANSWER

            Answered 2019-Sep-13 at 14:50

            You could do something with a case :

            Source https://stackoverflow.com/questions/57893857

            QUESTION

            Node App works on Heroku Local but crashes on Heroku server. using simple Foundation template project
            Asked 2019-Jul-10 at 18:18

            I am trying to deploy a Foundation web app based on Yarn, Gulp and Node.js on Heroku. It works with heroku local web but crashes on the Heroku server.

            I have set the port correctly. I am trying to remove Browsersync and use gulp-connect instead. In my gulpfile.js I have set the connectHeroku task which is run after build. I have set the yarn start command in the environment for Heroku.

            Here is my gulp.babel.js:

            ...

            ANSWER

            Answered 2019-Jul-10 at 18:18

            OK so here is what I've managed to do and it worked (pls note that I am very new to this): Stack: Zurb Foundation template (zurb foundation) which uses yarn and gulp for packet management and build. Outputs to a folder called dist (changeable in the config.yml); Expressjs; NodeJS.

            Source https://stackoverflow.com/questions/56922271

            QUESTION

            how to merge 2 arrays in angular 7 typescript
            Asked 2019-May-12 at 08:43

            In angular 7 projects for a specific component I have to get data from wp site and dotnet site via api. From wp api I am getting data as(console log data ):

            ...

            ANSWER

            Answered 2019-May-12 at 07:04

            Simple Object.assign(target, source) should do the trick

            Documentation at https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Object/assign

            To shuffle the array, use destructuring:

            Source https://stackoverflow.com/questions/56096829

            QUESTION

            Why isn't my Main element to the right of my nav bar when on a computer full screen?
            Asked 2019-Mar-22 at 14:51

            I am working on a code pen and am having an issue where initially my main element would be exactly to the right of my nav bar (on the left side with height = 100%), but not it is overlapped by the nav bar, even though I added a margin-left earlier wide enough to allow the main to be seen. Here is the CSS code:

            ...

            ANSWER

            Answered 2019-Mar-22 at 14:51

            You had an additional } on the (max-width: 400px) breakpoint that was overriding a previous margin-left rule with margin-left: -10px

            Source https://stackoverflow.com/questions/55301706

            QUESTION

            Spring boot external configuration of property file
            Asked 2018-Nov-12 at 13:01

            I have a spring boot application that I can package in a war that I want to deploy to different environments. To automate this deployment it'd be easier to have the configuration file externalized.

            Currently everything works fine with a application.properties file in src/main/resources. Then I use ´mvn install´ to build a war deployable to tomcat. But I would like to use a .yml file that does not need to be present on mvn install but that would be read from during deployment of the war and is in the same or a directory relative to my war.

            24. externalized configuration shows where spring boot will look for files and 72.3 Change the location of external properties of an application gives more detail on how to configure this but I just do not understand how to translate this to my code.

            My application class looks like this: package be.ugent.lca;

            ...

            ANSWER

            Answered 2017-Mar-25 at 22:06

            Yes, you need to use @PropertySource as shown below.

            The important point here is that you need to provide the application_home property (or choose any other name) as OS environment variable or System property or you can pass as a command line argument while launching Spring boot. This property tells where the configuration file (.properties or .yaml) is exactly located (example: /usr/local/my_project/ etc..)

            Source https://stackoverflow.com/questions/43020491

            QUESTION

            ENOENT Error in Node When Calling Ffmpeg binary from Fluent-Ffmpeg Api
            Asked 2018-Nov-07 at 13:53

            Background

            I am wiring up a firebase function in node. Purpose is to parse an inbound audio clip to a set length. Using ffmpeg and fluent-ffmpeg.

            Problem

            When the function is triggered in firebase, I am getting ENOENT error when Fluent-Ffmpeg attempts to access the Ffmpeg binary

            Firebase Debug Output

            Error: { Error: spawn ./Cloud/functions/node_modules/ffmpeg-binaries/bin/ffmpeg ENOENT at exports._errnoException (util.js:1018:11) at Process.ChildProcess._handle.onexit (internal/child_process.js:193:32) at onErrorNT (internal/child_process.js:367:16) at _combinedTickCallback (internal/process/next_tick.js:80:11) at process._tickDomainCallback (internal/process/next_tick.js:128:9) code: 'ENOENT', errno: 'ENOENT', syscall: 'spawn ./Cloud/functions/node_modules/ffmpeg-binaries/bin/ffmpeg', path: './Cloud/functions/node_modules/ffmpeg-binaries/bin/ffmpeg',
            spawnargs: [ '-formats' ] }

            Expected Outcome

            Inbound file is downloaded to a temp directory, cropped, and re-uploaded to firebase storage as the cropped file.

            Environment

            • mac client / firebase storage
            • node v8.1.0
            • ffmpeg v3.2.2
            • fluent-ffmpeg v2.1.2

            Code [Updated To Reflect Svenskunganka's Change. Now Works]

            ...

            ANSWER

            Answered 2018-Nov-07 at 13:53

            We solved the issue in the comments for the question, but I'll post an answer for any future users that might have the same issue. The problem is that the path supplied to the setFfmpegPath() method was relative, and should instead be absolute. ffmpeg-binaries module exports a couple helper-functions you can call to get the paths to its binaries:

            Source https://stackoverflow.com/questions/45682984

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

            Vulnerabilities

            No vulnerabilities reported

            Install sherpa

            [Full installation instructions](https://sherpa.readthedocs.io/en/latest/install.html) are part of the [Read The Docs](https://sherpa.readthedocs.io/) documentation, and should be read if the following is not sufficient. It is strongly recommended that some form of virtual environment is used with Sherpa. Sherpa is tested against Python versions 3.7, 3.8, and 3.9. The last version of Sherpa which supported Python 2.7 is [Sherpa 4.11.1](https://doi.org/10.5281/zenodo.3358134).

            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 .
            Find more information at:

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            Install
          • PyPI

            pip install sherpa

          • CLONE
          • HTTPS

            https://github.com/sherpa/sherpa.git

          • CLI

            gh repo clone sherpa/sherpa

          • sshUrl

            git@github.com:sherpa/sherpa.git

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