# ML Bricks
A package for reusing functions that repeat during machine learning and data science related works

[![Tests](https://github.com/jerinka/ml_bricks/actions/workflows/main.yml/badge.svg)](https://github.com/jerinka/ml_bricks/actions/workflows/main.yml)

[![pypi](https://github.com/jerinka/ml_bricks/actions/workflows/python-publish.yml/badge.svg)](https://github.com/jerinka/ml_bricks/actions/workflows/python-publish.yml)

# Install from Pypi
```pip install ml_bricks```

# Local install
```git clone https://github.com/jerinka/ml_bricks```\
```pip3 install -e ml_bricks```

# Test and Coverage
```coverage run --source=ml_bricks/ -m pytest -v test/ && coverage report -m```\
```coverage html -d coverage_html```

# build
```pip install wheel```\
```python setup.py sdist bdist_wheel```

# testpypi
```twine upload --repository testpypi dist/* ```\
```pip install -i https://test.pypi.org/simple/ ml_bricks ```

# pypi
```twine upload dist/*```\
```pip install -U ml_bricks```

# Quick usage
```import ml_bricks as pk1```\
```pk1.subpackage1.moduleA.fun_a()```


# Reference
[https://medium.com/@joel.barmettler/how-to-upload-your-python-package-to-pypi-65edc5fe9c56](https://medium.com/@joel.barmettler/how-to-upload-your-python-package-to-pypi-65edc5fe9c56)













Common utils for machine learning, computer vision. 

Socket Acquires Coana to Bring Reachability Analysis to Every Appsec Team

ml-bricks

Common utils for machine learning, computer vision

jerinka

(Experimental) An ambiguous license classifier was found.

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Ambiguous License Classifier

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Bad semver

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Bad dependency semver

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Bidirectional unicode control characters

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What is bin script confusion?

Bin script confusion

Semantic versions published out of chronological order.

What is a chronological version anomaly?

Chronological version anomaly

Project maintainer's SSH key has been compromised.

What is a compromised SSH key?

Compromised SSH key

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What do I need to know about license files?

Copyleft License

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Title

Critical CVE

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High CVE

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Debug access

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Deprecated

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Deprecated SPDX exception

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Deprecated license

Package name is similar to other popular packages and may not be the package you want.

What is a typosquat?

Possible typosquat attack

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Dynamic require

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Empty package

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Environment variable access

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Name

Extraneous dependency

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File dependency

Accesses the file system, and could potentially read sensitive data.

What is filesystem access?

Filesystem access

Package has a dependency with a floating version range. This can cause issues if the dependency publishes a new major version.

What are wildcard dependencies?

Wildcard dependency

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What are git dependencies?

Git dependency

Contains a dependency which resolves to a GitHub URL. Dependencies fetched from GitHub specifiers are not immutable can be used to inject untrusted code or reduce the likelihood of a reproducible install.

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GitHub dependency

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AI-detected potential code anomaly

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AI-detected possible typosquat

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AI-detected potential malware

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AI-detected potential security risk

Contains native code (e.g., compiled binaries or shared libraries). Including native code can obscure malicious behavior.

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Native code

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High entropy strings

Contains unicode homoglyphs which can be used in supply chain confusion attacks.

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Unicode homoglyphs

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HTTP dependency

Install scripts are run when the package is installed. The majority of malware in npm is hidden in install scripts.

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Install scripts

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Invalid manifest file

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What are invisible characters?

Invisible chars

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License change

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This package is not allowed per your license policy. Review the package's license to ensure compliance.

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License Policy Violation

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What's wrong with long strings?

Long strings

Package has recently undergone a major refactor. It may be unstable or indicate significant internal changes. Use caution when updating to versions that include significant changes.

What is a major refactor?

Major refactor

This package is malware. We have asked the package registry to remove it.

What is known malware?

Known malware

This package has inconsistent metadata. This could be malicious or caused by an error when publishing the package.

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Manifest confusion

Contains a medium severity Common Vulnerability and Exposure (CVE).

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Medium CVE

Contains a low severity Common Vulnerability and Exposure (CVE).

What is a mild CVE?

Low CVE

This package contains minified code. This may be harmless in some cases where minified code is included in packaged libraries, however packages on npm should not minify code.

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Minified code

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Modified license exception

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Modified license

What is network access?

Network access

A new npm collaborator published a version of the package for the first time. New collaborators are usually benign additions to a project, but do indicate a change to the security surface area of a package.

What is new author?

New author

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Why is contributor and author data important?

No contributors or author data

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No bug tracker

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No README

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No repository

Package does not have any tests. This is a strong signal of a poorly maintained or low quality package.

What does no tests mean?

No tests

Package is not semver >=1. This means it is not stable and does not support ^ ranges.

ml-bricks

ML Bricks

Install from Pypi

Local install

Test and Coverage

build

testpypi

pypi

Quick usage

Reference

Keywords

Related posts

ml-bricks

ML Bricks

Install from Pypi

Local install

Test and Coverage

build

testpypi

pypi

Quick usage

Reference

Keywords

Related posts

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