substra | traceable ML orchestration on decentralized sensitive data
kandi X-RAY | substra Summary
kandi X-RAY | substra Summary
substra is a Python library. substra has no bugs, it has no vulnerabilities, it has build file available, it has a Permissive License and it has low support. You can install using 'pip install substra' or download it from GitHub, PyPI.
Check out the setup guide.
Check out the setup guide.
Support
Quality
Security
License
Reuse
Support
substra has a low active ecosystem.
It has 115 star(s) with 19 fork(s). There are 10 watchers for this library.
It had no major release in the last 12 months.
There are 16 open issues and 67 have been closed. On average issues are closed in 74 days. There are 1 open pull requests and 0 closed requests.
It has a neutral sentiment in the developer community.
The latest version of substra is 0.9.0
Quality
substra has 0 bugs and 65 code smells.
Security
substra has no vulnerabilities reported, and its dependent libraries have no vulnerabilities reported.
substra code analysis shows 0 unresolved vulnerabilities.
There are 27 security hotspots that need review.
License
substra 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.
Reuse
substra 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.
substra saves you 3128 person hours of effort in developing the same functionality from scratch.
It has 6733 lines of code, 454 functions and 69 files.
It has medium code complexity. Code complexity directly impacts maintainability of the code.
Top functions reviewed by kandi - BETA
kandi's functional review helps you automatically verify the functionalities of the libraries and avoid rework.
Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of substra
Currently covering the most popular Java, JavaScript and Python libraries. See a Sample of substra
substra Key Features
No Key Features are available at this moment for substra.
substra Examples and Code Snippets
No Code Snippets are available at this moment for substra.
Community Discussions
No Community Discussions are available at this moment for substra.Refer to stack overflow page for discussions.
Community Discussions, Code Snippets contain sources that include Stack Exchange Network
Vulnerabilities
No vulnerabilities reported
Install substra
To install the command line interface and the python sdk, run the following command:.
To setup the project in development mode, run:.
To setup the project in development mode, run:.
Support
Interacting with the Substra platform:. Implementing your assets in python (thanks to the substratools library).
Find more information at:
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