Covariance Shift and Inductive Priors
August 15, 2022
Python Iterators and Generators
August 8, 2022
Python Iterators and Generators
Transformer distiled, Part 2 of 2
August 1, 2022
Transformer distiled, Part 2 of 2
Regularization
Self- vs Cross-Attention
Adding vs concatenating positional encoding
Python Comprehension vs map()
July 22, 2022
The comprehension techiques for the data types `list`, `dict` and `set` append values to new data objects. They can be used to replace loops with `for` and functions like `map` and `filter`.
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Static-sites on GH-Pages
July 15, 2022
Recap on ML
Github Pages
Jekyll small themes
As easy as adding remote_theme inside _config.yml, e.g. from Cayman theme:
remote_theme: pages-themes/cayman@v0.2.0
plugins:
- jekyll-remote-theme
Jekyll full themes
- Fork or use repo template for clean commit history
- E.g. Reverie theme: fork repo or use repo template
Gatsby
Sphinx
ReadTheDocs
Python Closures and Decorators
July 8, 2022
Functions are treated as objects and can be used as arguments or return values for other higher functions. This paradigm is called first-class functions. A built-in example in python would be map() which takes a function as an argument.
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