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md.ekstrandom.net | ||
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vickiboykis.com
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| | | | | What are ML artifacts? | |
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blog.nelhage.com
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| | | | | I have spent many years as an software engineer who was a total outsider to machine-learning, but with some curiosity and occasional peripheral interactions with it. During this time, a recurring theme for me was horror (and, to be honest, disdain) every time I encountered the widespread usage of Python pickle in the Python ML ecosystem. In addition to their major security issues1, the use of pickle for serialization tends to be very brittle, leading to all kinds of nightmares as you evolve your code and... | |
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www.eliza-ng.me
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| | | | | Title: Potential Implications of Removing the Global Interpreter Lock (GIL) in Python Introduction: The Global Interpreter Lock (GIL) has long been a topic of discussion among Python developers. While the GIL ensures the thread safety of Python code, it also limits the language's ability to fully leverage parallelism, causing performance bottlenecks. Recently, there have been calls to remove the GIL, sparking a debate about the potential implications for existing Python code and its accompanying C extensions. | |
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dennybritz.com
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| | | Recurrent Neural Networks (RNNs) are popular models that have shown great promise in manyNLP tasks. | ||
