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Installing libraries from pip can expose you to risk, because anyone can try to sneak malware into a package or a fake look alike name. Big projects like NumPy are open source and heavily watched, but that does not make them immune. The point of open source is that the code can be audited, yet in practice not every change gets deep review. That ...
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