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    8 posts tagged with "machine-learning"
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    Year in Review: Deep Learning in 2022

    January 17, 2023  |  6 min read

    Uncover the top deep learning advancements of 2022. A year-in-review of key research papers and applications.

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    A Look Back at Deep Learning in 2021 (Application)

    January 03, 2022  |  4 min read

    Let's look back at the updates in deep learning in 2021! This post covers four application projects worth checking out

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    A Look Back at Deep Learning in 2021 (Research)

    January 03, 2022  |  11 min read

    Let's look back at the updates in deep learning in 2021! This post covers eight research papers worth checking out.

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    Creating a Face Swapping Model in 10 Minutes

    January 13, 2021  |  3 min read

    Let's re-inplement face swapping in 10 minutes! This post shows a naive solution using a pre-trained CNN and OpenCV.

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    NeurIPS 2020 Favorite Papers

    January 10, 2021  |  6 min read

    NeurIPS 2020 virtual conference was full of exciting presentations! Here I list some notable ones with brief introductions.

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    Best Machine Learning Papers of 2020

    January 02, 2021  |  12 min read

    Let's look back on the machine learning papers published in 2020! This post covers 10 representative papers that I found interesting and worth reading.

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    Custom Objective for LightGBM

    November 22, 2020  |  6 min read

    If you want to use a custom loss function with a modern GBDT model, you'll need the first- and second-order derivatives. This post shows how to implement them, using LightGBM as an example

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    Different Measures of Feature Importance Behave Differently

    September 05, 2020  |  7 min read

    This post compares the behaviors of different feature importance measures in tricky situations.

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