Learn#
How to install DeLU?#
For installation instructions, see Installation.
What is API Reference?#
API Reference (see the sidebar) is the main source of knowledge about the library. It contains everything you may need: API specification, tutorials and usage examples.
How to learn DeLU?#
DeLU, by design, is rather a “toolbox” than a “framework”, so you can learn things and start using them in almost any order. If you want to explore the library by yourself, just browse the API Reference.
However, if you want to quickly learn “the most important” things, then understanding of this classification task is enough. To achieve this, you need to walk through some specific parts of Reference paying attention to explanations and examples, without diving into API details. Here are the things to learn:
Smart wrapper for data loaders and iterables. |
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Context-manager & decorator for models evaluation. |
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Set seeds in |
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Random sampling utilities. |
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Tracks the best score, helps with early stopping. |
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Measures time. |
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Get information about GPU devices: driver version, memory, utilization etc. |
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Concatenate items (tensors, numpy-arrays, tuples, dicts etc.) along the first dimension. |
Congratulations! You are ready to apply DeLU in practice.