quantstats | Portfolio analytics for quants , written in Python | Cryptocurrency library

 by   ranaroussi Python Version: 0.0.62 License: Apache-2.0

kandi X-RAY | quantstats Summary

kandi X-RAY | quantstats Summary

quantstats is a Python library typically used in Blockchain, Cryptocurrency applications. quantstats has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. However quantstats has 5 bugs. You can install using 'pip install quantstats' or download it from GitHub, PyPI.

Portfolio analytics for quants, written in Python
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            kandi-support Support

              quantstats has a medium active ecosystem.
              It has 3178 star(s) with 620 fork(s). There are 89 watchers for this library.
              OutlinedDot
              It had no major release in the last 12 months.
              There are 123 open issues and 62 have been closed. On average issues are closed in 111 days. There are 16 open pull requests and 0 closed requests.
              It has a neutral sentiment in the developer community.
              The latest version of quantstats is 0.0.62

            kandi-Quality Quality

              quantstats has 5 bugs (0 blocker, 0 critical, 0 major, 5 minor) and 52 code smells.

            kandi-Security Security

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

            kandi-License License

              quantstats is licensed under the Apache-2.0 License. This license is Permissive.
              Permissive licenses have the least restrictions, and you can use them in most projects.

            kandi-Reuse Reuse

              quantstats releases are available to install and integrate.
              Deployable package is available in PyPI.
              Build file is available. You can build the component from source.
              It has 2724 lines of code, 142 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 quantstats and discovered the below as its top functions. This is intended to give you an instant insight into quantstats implemented functionality, and help decide if they suit your requirements.
            • Convert a series of timeseries to an html table
            • Embed a figure
            • Check if the current notebook is in a notebook
            • Download html to notebook
            • Displays a benchmark
            • Round a value to a specified number
            • Plot a series of returns
            • Create a snapshot of returns
            • Compute the rank of prices
            • Shift columns by multiple columns
            • Computes the implied volatility
            • Computes logarithm of returns
            • Display performance metrics
            • Plot a histogram
            • Compute the distribution of a pandas DataFrame
            • Plot a distribution of returns
            • Plot Earnings
            • Make a portfolio portfolio
            • Check if a notebook is in a notebook
            • Compute profit ratio
            • Calculate the RAR curve
            • Return the mean of the risk return
            • Opens html in notebook
            • Compute the mean returns of a returns
            • Exponential Moving Average
            • Create an index based on the weights
            Get all kandi verified functions for this library.

            quantstats Key Features

            No Key Features are available at this moment for quantstats.

            quantstats Examples and Code Snippets

            Jesse Toolkit,Usage,jesse-tk backtest
            Pythondot img1Lines of Code : 3dot img1no licencesLicense : No License
            copy iconCopy
              --dna TEXT                      Base32 encoded dna string payload  [default:None]
              --hp TEXT                       Hyperparameters payload as dict  [default: None]
              --seq TEXT                      Fixed width hyperparameters payload [default: Non  
            How to pass in element into For-loop to run a function
            Pythondot img2Lines of Code : 7dot img2License : Strong Copyleft (CC BY-SA 4.0)
            copy iconCopy
            import QuantStats as qs
            list = ['avg_loss', 'avg_gain', 'best']
            
            for l in list:
            (>>) print(l)
            (>>) print(getattr(qs.stats,l)(df['returns'])
            

            Community Discussions

            QUESTION

            How to pass in element into For-loop to run a function
            Asked 2020-Jul-08 at 04:10

            It's been a while since I have asked a questions but I am needing help with what I think is a simple task.

            I have a list of string values which I have passed into a loop. Each one of the strings pertains to a function of a parent package (in this case, QuantStats).

            Code appears as follows:

            ...

            ANSWER

            Answered 2020-Jul-08 at 04:04

            I think you entered 1 instead of i , It should be (for i in List:)

            Source https://stackoverflow.com/questions/62786656

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

            Vulnerabilities

            No vulnerabilities reported

            Install quantstats

            You can install using 'pip install quantstats' or download it from GitHub, PyPI.
            You can use quantstats 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 .
            Find more information at:

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            Install
          • PyPI

            pip install QuantStats

          • CLONE
          • HTTPS

            https://github.com/ranaroussi/quantstats.git

          • CLI

            gh repo clone ranaroussi/quantstats

          • sshUrl

            git@github.com:ranaroussi/quantstats.git

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