pyflux | Open source time series library for Python | Time Series Database library

by RJT1990 Python Version: Current License: BSD-3-Clause

X-Ray Key Features Code Snippets Community Discussions(2)Vulnerabilities Install Support

kandi X-RAY | pyflux Summary

pyflux is a Python library typically used in Database, Time Series Database applications. pyflux has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has medium support. You can download it from GitHub.

PyFlux is an open source time series library for Python. The library has a good array of modern time series models, as well as a flexible array of inference options (frequentist and Bayesian) that can be applied to these models. By combining breadth of models with breadth of inference, PyFlux allows for a probabilistic approach to time series modelling. See some examples and documentation below. PyFlux is still only alpha software; this means you use it at your own risk, that test coverage is still in need of expansion, and also that some modules are still in need of being optimized. Note From Author : I am currently working on other projects as of now, so have paused updates for this library for the immediate future. If you'd like to help move the library forward by contributing, then do get in touch! I am planning to review at end of year and update the library as required (new version requirements, etc).

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Quality

Security

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Support

pyflux has a medium active ecosystem.

It has 2004 star(s) with 233 fork(s). There are 70 watchers for this library.

It had no major release in the last 6 months.

There are 85 open issues and 66 have been closed. On average issues are closed in 85 days. There are 7 open pull requests and 0 closed requests.

It has a neutral sentiment in the developer community.

The latest version of pyflux is current.

Quality

pyflux has 0 bugs and 0 code smells.

Security

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

pyflux code analysis shows 0 unresolved vulnerabilities.

There are 0 security hotspots that need review.

License

pyflux is licensed under the BSD-3-Clause License. This license is Permissive.

Permissive licenses have the least restrictions, and you can use them in most projects.

Reuse

pyflux releases are not available. You will need to build from source code and install.

Build file is available. You can build the component from source.

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

pyflux saves you 21773 person hours of effort in developing the same functionality from scratch.

It has 42724 lines of code, 2613 functions and 185 files.

It has high code complexity. Code complexity directly impacts maintainability of the code.

Top functions reviewed by kandi - BETA

kandi has reviewed pyflux and discovered the below as its top functions. This is intended to give you an instant insight into pyflux implemented functionality, and help decide if they suit your requirements.

Plot the predict
Compute the SS matrix
Evaluate the covariance model
Returns the z - values of the latent variables
Plot the predicted latent variables
Returns the model scale and shape
Returns the latent variables
Plot the predicted values
Gets model scale and skewness
Plot the predicted posterior distribution
Get model scale and shape
Plots the predict function
Summarize the PSE
Runs the optimizer
Plot the Gaussian model
Summarize the model
Plot the predict function
Plot fit
Plot the fit
Plots the predictive prediction
Plot the predictive model
Plots the predicted predictive prediction
Plot the predictive prediction
Plot the model
Run the optimizer
Simulate the predicted mean
Predict the value of the model

Get all kandi verified functions for this library.

pyflux Key Features

No Key Features are available at this moment for pyflux.

pyflux Examples and Code Snippets

No Code Snippets are available at this moment for pyflux.

Community Discussions

Trending Discussions on pyflux

Zero-restrictions on ARIMAX coefficients using statsmodels.tsa.arima

Cannot install PyFlux for python 3.7

QUESTION

Zero-restrictions on ARIMAX coefficients using statsmodels.tsa.arima

Asked 2021-May-30 at 17:26

I am trying to estimate an ARIMAX model with p=96 and q=96 as only non-zero coefficients (meaning all lag orders <96 have coefficient zero). The doc of statsmodels.tsa.arima.model.ARIMA¶ states that a list can be supplied for the lag orders p and q. I first tried this using the code below.

...

ANSWER

Answered 2021-May-30 at 17:26

It looks like you are using the old model. You need to do either:

Source https://stackoverflow.com/questions/67761420

QUESTION

Cannot install PyFlux for python 3.7

Asked 2020-Apr-18 at 10:11

When I try installing PyFlux for Python 3.7, I get errors. When pip install pyflux, I get a long error message stating "ERROR: Command errored out with exit status 1:...". When using conda install pyflux, I get another error:

Collecting package metadata (repodata.json): done Solving environment: failed with initial frozen solve. Retrying with flexible solve.

PackagesNotFoundError: The following packages are not available from current channels:

pyflux

Current channels:

https://repo.anaconda.com/pkgs/main/win-64

https://repo.anaconda.com/pkgs/main/noarch

https://repo.anaconda.com/pkgs/r/win-64

https://repo.anaconda.com/pkgs/r/noarch

https://repo.anaconda.com/pkgs/msys2/win-64

https://repo.anaconda.com/pkgs/msys2/noarch

To search for alternate channels that may provide the conda package you're looking for, navigate to
...

ANSWER

Answered 2020-Mar-10 at 12:39

I was facing the same issue

This GitHub Installation issue and its solution worked for me

You need to download a pyflux wheel file from here related to the python version in use. Put the wheel file in the current working directory and try pip install [wheel file name]:

Source https://stackoverflow.com/questions/60551642

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

Vulnerabilities

No vulnerabilities reported

Install pyflux

You can download it from GitHub.
You can use pyflux 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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