graph-measures-0.1.57

FuturePossibleImprovements.txt

LICENSE

MANIFEST.in

PKG-INFO

README.md

_config.yml

graphMeasures

List-of-Lists-main

__init__.py

lol_graph.py

lol_graph_directed.py

additional_features.py

cpp_comparison.py

dockers

boost.yml

edges_features

acc_features

CacheGraph.cpp

CacheGraph.h

FeatureCalculator.h

MotifCalculator.cpp

MotifCalculator.h

MotifUtils.cpp

MotifUtils.h

MotifVariationConstants.cpp

MotifVariationConstants.h

makefile

motifs.cpp

acc_utils.py

graph_converter.py

motifs.py

feature_calculator.py

motif_variations

3_directed.pkl

3_directed_rewritten.txt

3_undirected.pkl

3_undirected_rewritten.txt

4_directed.pkl

4_undirected.pkl

4_undirected_rewritten.txt

isomorphic.py

rewrite_variations.py

pickle_manager.py

py_features

example_graph.edgelist

features_algorithms

accelerated_graph_features

attractor_basin.py

bfs_moments.py

flow.py

k_core.py

page_rank.py

CMakeLists.txt

LibExportMain.cpp

Makefile-conda

Makefile-gpu

Motif3_GPU_gpu_benchmark.csv

Motif3_GPU_gpu_benchmark_old.csv

Motif3_GPU_gpu_new_benchmark.csv

Motif3_cpp_benchmark.csv

Motif3_python_benchmark.csv

Motif4_GPU_gpu_benchmark.csv

Motif4_GPU_gpu_benchmark_old.csv

Motif4_GPU_gpu_new_benchmark.csv

Motif4_cpp_benchmark.csv

attraction_basin_cpp_benchmark.csv

benchmarks

Motif3_GPU_cpp_benchmark.csv

Motif4_GPU_cpp_benchmark.csv

analyze_benchmarks.py

figures

benchmark_figures.txt

gpu_Motif3_benchmark_comparison.png

gpu_Motif4_benchmark_comparison.png

gpu_and_old_gpu_Motif3_benchmark_comparison.png

gpu_and_old_gpu_Motif4_benchmark_comparison.png

first time 2d blocks

A python package for calculating topological graph features on cpu/gpu. 

Announcing our $40M Series B led by Abstract Ventures

graph-measures

A python package for calculating topological graph features on cpu/gpu

AmitKabya

zivnaim

(Experimental) An ambiguous license classifier was found.

What is an ambiguous license classifier?

Ambiguous License Classifier

Source files are encoded using a non-standard text encoding.

What is bad text encoding?

Bad text encoding

Package version is not a valid semantic version (semver).

What is bad semver?

Bad semver

Package has dependencies with an invalid semantic version. This could be a sign of beta, low quality, or unmaintained dependencies.

What is bad dependency semver?

Bad dependency semver

Source files contain bidirectional unicode control characters. This could indicate a Trojan source supply chain attack. See: trojansource.codes for more information.

What are bidirectional unicode control characters?

Bidirectional unicode control characters

This package has multiple bin scripts with the same name. This can cause non-deterministic behavior when installing or could be a sign of a supply chain attack.

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

(Experimental) Copyleft license information was found.

What do I need to know about license files?

Copyleft License

Contains a Critical Common Vulnerability and Exposure (CVE).

What is a critical CVE?

Title

Critical CVE

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

What is a CVE?

High CVE

Uses debug, reflection and dynamic code execution features.

What is debug access?

Debug access

The maintainer of the package marked it as deprecated. This could indicate that a single version should not be used, or that the package is no longer maintained and any new vulnerabilities will not be fixed.

What is a deprecated package?

Deprecated

(Experimental) Contains a known deprecated SPDX license exception.

What is a deprecated SPDX exception?

Deprecated SPDX exception

(Experimental) License is deprecated which may have legal implications regarding the package's use.

What is a deprecated license?

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

Dynamic require can indicate the package is performing dangerous or unsafe dynamic code execution.

What is dynamic require?

Dynamic require

Package does not contain any code. It may be removed, is name squatting, or the result of a faulty package publish.

What is an empty package?

Empty package

Package accesses environment variables, which may be a sign of credential stuffing or data theft.

What is environment variable access?

Environment variable access

(Experimental) Something was found which is explicitly marked as unlicensed.

Explicitly Unlicensed Item

Package optionally loads a dependency which is not specified within any of the package.json dependency fields. It may inadvertently be importing dependencies specified by other packages.

What are extraneous dependencies?

Name

Extraneous dependency

Contains a dependency which resolves to a file. This can obfuscate analysis and serves no useful purpose.

What are file dependencies?

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

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

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.

What are GitHub dependencies?

GitHub dependency

AI has identified unusual behaviors that may pose a security risk.

What is an AI-detected potential code anomaly?

AI-detected potential code anomaly

AI has identified this package as malware. This is a strong signal that the package may be malicious.

What is AI-detected potential malware?

AI-detected potential malware

AI has determined that this package may contain potential security issues or vulnerabilities.

What are AI-detected potential security risks?

AI-detected potential security risk

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

Why is native code a concern?

Native code

Contains high entropy strings. This could be a sign of encrypted data, leaked secrets or obfuscated code.

What are high entropy strings?

High entropy strings

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

What are unicode homoglyphs?

Unicode homoglyphs

Contains a dependency which resolves to a remote HTTP URL which could be used to inject untrusted code and reduce overall package reliability.

What are http dependencies?

HTTP dependency

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

What is an install script?

Install scripts

Package has an invalid manifest file and can cause installation problems if you try to use it.

What is an invalid manifest file?

Invalid manifest file

Source files contain invisible characters. This could indicate source obfuscation or a supply chain attack.

What are invisible characters?

Invisible chars

(Experimental) Package license has recently changed.

What is a license change?

License change

(Experimental) Contains an SPDX license exception.

What is a license exception?

License exception

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

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