3-layer Artificial neural network in vanilla js. 

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ann-js

3-layer Artificial neural network in vanilla js

tomasr

(Experimental) An ambiguous license classifier was found.

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Ambiguous License Classifier

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

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

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Bad semver

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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

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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.

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Copyleft License

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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

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Deprecated

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Dynamic require

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Empty package

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Environment variable access

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Filesystem access

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

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Wildcard dependency

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What are git dependencies?

Git dependency

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GitHub dependency

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AI-detected potential code anomaly

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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

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.

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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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Invisible chars

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Long strings

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Major refactor

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Known malware

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Manifest confusion

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

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Medium CVE

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Low CVE

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Minified code

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Misc. License Issues

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Non-existent author

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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.

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New author

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No contributors or author data

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No bug tracker

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No repository

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No tests

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

		@@ -5,3 +5,3 @@ {
		"author": "Tomáš Roun <tomas.roun8@gmail.com>",
		"version": "0.1.0",
		"version": "0.1.1",
		"repository": {
		@@ -12,3 +12,10 @@ "type": "git",
		"license": "MIT",
		"main": "3layer.js"
		"main": "3layer.js",
		"devDependencies": {
		"mocha": "^2.5.0",
		"chai": "^3.5.0"
		},
		"scripts": {
		"test": "mocha"
		}
		}

		# ann-js
		Artificial neural network in vanilla JS
		[![Build Status](https://travis-ci.org/zedpowa/ann.svg?branch=master)](https://travis-ci.org/zedpowa/ann)
		---
		@@ -22,3 +23,3 @@
		// require the network
		const NeuralNetwork = require("./3layer.js");
		const NeuralNetwork = require("ann-js");

		@@ -55,3 +56,2 @@ // instantiate a network with two inputs, 7 hidden neurons and 1 output
		## Methods
		---

		@@ -102,3 +102,4 @@ ### Constructor: NeuralNetwork(numInputs, numHidden, numOutputs, [ learningRate, [ bias ]])

		Asynchronously saved or loads the weights of the network.
		Asynchronously saves or loads the weights of the network.
		The saved file is in a json format.

		@@ -134,2 +135,2 @@ ```javascript
		NN2.loadSync("saved2.json");
		```
		```

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