Package Health Score

49 / 100

security
Security review needed
popularity
Recognized
maintenance
Inactive
community
Sustainable

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Popularity

Recognized

GitHub Stars: 865
Forks: 199
Contributors: 20

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package DeepCL, we found that it has been starred 865 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Aug 21, 2016
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
1
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

MPL-2.0

Non-Permissive License

We noticed that this project uses a license which requires less permissive conditions such as disclosing the source code, stating changes or redistributing the source under the same license. It is advised to further consult the license terms before use.

Security Policy

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Maintenance

Inactive

Commit Frequency

No Recent Commits

Open Issues: 33
Open PR: 0
Last Release: 8 years ago
Last Commit: 6 years ago

Further analysis of the maintenance status of DeepCL based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Inactive.

An important project maintenance signal to consider for DeepCL is that it hasn't seen any new versions released to PyPI in the past 12 months, and could be considered as a discontinued project, or that which receives low attention from its maintainers.

In the past month we didn't find any pull request activity or change in issues status has been detected for the GitHub repository.

Community

Sustainable

Readme: Yes
Contributing.md: No
Code of Conduct: No
Contributors: 20
Funding: No

With more than 10 contributors for the DeepCL repository, this is possibly a sign for a growing and inviting community.

We found a way for you to contribute to the project! Looks like DeepCL is missing a Code of Conduct.

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Package

Python Versions Compatibility: Unspecified

Age: 9 years
Latest Release: 8 years ago
Dependencies: N/A
Versions: 74
Maintainers: 1
Wheels: No

Readme

DeepCL Python wrappers

Python wrapper for DeepCL

Pre-requisites

You must have first installed and activated DeepCL native libraries, see Build.md
numpy

To install from pip

pip install --upgrade DeepCL

related pypi page:

How to use

See test_deepcl.py for an example of:

creating a network, with several layers
loading mnist data
training the network using a higher-level interface (NetLearner)

For examples of using lower-level entrypoints, see test_lowlevel.py:

creating layers directly
running epochs and forward/backprop directly

For example of using q-learning, see test_qlearning.py.

To install from source

Pre-requisites:

on Windows:
Python 2.7 or Python 3.4
A compiler:
- Python 2.7 build: need Visual Studio 2008 for Python 2.7 from Microsoft
- Python 3.4 build: need Visual Studio 2010, eg Visual C++ 2010 Express
on linux:
Python 2.7 or Python 3.4
g++, supporting c++0x, eg 4.4 or higher
have first already built the native libraries, see Build.md
have activated the native library installation, ie called dist/bin/activate.sh, or dist/bin/activate.bat
numpy installed

To install:

cd python
python setup.py install

Changes

30 July 2016:
Added net.getNetdef(). Note that this is only an approximate representation of the network
29 July 2016:
New feature: can provide image tensor as 4d tensor now ,instead of 1d tensor (1d tensor ok too)
CHANGE: all image and label tensors must be provided as numpy tensors now, array.array no longer valid input
bug fix: qlearning works again 😃
25 July 2016:
added RandomSingleton class, to set the seed for weights initialization
added xor.py example

FAQs

What is DeepCL?

python wrapper for DeepCL deep convolutional neural network library for OpenCL. Visit Snyk Advisor to see a full health score report for DeepCL, including popularity, security, maintenance & community analysis.

Is DeepCL popular?

The python package DeepCL receives a total of 5,087 weekly downloads. As such, DeepCL popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is DeepCL well maintained?

We found indications that DeepCL is an Inactive project. See the full package health analysis to learn more about the package maintenance status.

Is DeepCL safe to use?

While scanning the latest version of DeepCL, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 21 June-2024, at 11:43 (UTC).

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DeepCL

python wrapper for DeepCL deep convolutional neural network library for OpenCL For more information about how to use this package see README

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Package

Readme

DeepCL Python wrappers

Pre-requisites

To install from pip

How to use

To install from source

Pre-requisites:

To install:

Changes

FAQs

What is DeepCL?

Is DeepCL popular?

Is DeepCL well maintained?

Is DeepCL safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Explore Similar Packages

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

DeepCL Python wrappers

Pre-requisites

To install from pip

How to use

To install from source

Pre-requisites:

To install:

Changes

FAQs

What is DeepCL?

Is DeepCL popular?

Is DeepCL well maintained?

Is DeepCL safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues