List: CatBoost's Special Collection | Curated by Rukshan Pramoditha

Rukshan Pramoditha

Apr 19, 2022

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CatBoost's Special Collection

Discover CatBoost's unique features, CPU and GPU training!

Towards Data Science

Rukshan Pramoditha

How Do You Use Categorical Features Directly with CatBoost?

Boosting algorithms in machine learning — Part 6

Oct 31, 2021

How Do You Use Categorical Features Directly with CatBoost?

Oct 31, 2021

Towards Data Science

Rukshan Pramoditha

Performance Comparison: CatBoost vs XGBoost and CatBoost vs LightGBM

Boosting algorithms in machine learning — Part 7

Nov 3, 2021

Performance Comparison: CatBoost vs XGBoost and CatBoost vs LightGBM

Nov 3, 2021

Towards Data Science

Rukshan Pramoditha

5 Cute Features of CatBoost

Other boosting algorithms don't have these features

Nov 13, 2021

Nov 13, 2021

Towards Data Science

Rukshan Pramoditha

10x Times Faster CatBoost Training Speed with an NVIDIA GPU

Compare CatBoost CPU vs GPU training time with a 10M rows dataset!

Nov 17, 2021

10x Times Faster CatBoost Training Speed with an NVIDIA GPU

Nov 17, 2021

Towards Data Science

Rukshan Pramoditha

CatBoost CPU Training Speedup Tricks

Get faster training speed with CatBoost even if you don’t have a separate GPU

Nov 21, 2021

Nov 21, 2021

Data Science 365

Rukshan Pramoditha

100x Times CatBoost Speedup for Large Data Sets

Combine both GPU and CPU-wise training acceleration methods

Nov 22, 2021

100x Times CatBoost Speedup for Large Data Sets

Nov 22, 2021

Data Science 365

Rukshan Pramoditha

CatBoost CPU vs GPU Training: Collecting Hardware Stats

Visualize CPU, GPU and RAM stats while the CatBoost model is running

Dec 1, 2021

CatBoost CPU vs GPU Training: Collecting Hardware Stats

Dec 1, 2021

Towards Data Science

Rukshan Pramoditha

Activate Early Stopping in Boosting Algorithms to Mitigate Overfitting

Boosting algorithms in machine learning — Part 8

Nov 8, 2021

Activate Early Stopping in Boosting Algorithms to Mitigate Overfitting

Nov 8, 2021