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vickiboykis.com
| | 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...
| | ohadravid.github.io
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| | After updating the TensorRT version we use to compile ML models at work, I got a failure in a test: the test feeds a video to a model expecting a specific ...
| | neptune.ai
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| | Learn about PyTorch loss functions: from built-in to custom, covering their implementation and monitoring techniques.
| | www.analyticsvidhya.com
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| Explore RNNs: their unique architecture, working principles, BPTT, pros/cons, and Python implementation using Keras.