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add 'new in LightGBM v4.0' talk (#51)
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# What's new in LightGBM v4.0 | ||
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## Description | ||
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> In this talk, attendees will learn about recent developments in LightGBM, a popular open source gradient boosting library, leading to its v4.0.0 release. | ||
> The talk will describe in detail a few recent additions to the library, including: | ||
> * CUDA-based GPU acceleration | ||
> * new options to make installation of a GPU-enabled Python package easier | ||
> * interoperability improvements for the R and Python package | ||
> * algorithmic improvements | ||
## Where this talk has been given: | ||
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* (virtual) Mercado Libre SyncTech talk series, September 2023 ([slides](https://docs.google.com/presentation/d/1V_OIsd2-lI3OX4oLvYVttlJa_vPTe_wF7oDIvqkVfuA/edit?usp=sharing) | ||
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### Useful Links | ||
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* release notes: https://github.com/microsoft/LightGBM/releases/tag/v4.0.0 |