Top 8 Catboost Open-Source Projects

catboost

8 7,767 9.9 Python

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, regression and other machine learning tasks for Python, R, Java, C++. Supports computation on CPU and GPU.

Project mention: CatBoost: Open-source gradient boosting library | news.ycombinator.com | 2024-03-05

mljar-supervised

51 2,941 8.5 Python

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

Project mention: Show HN: Web App with GUI for AutoML on Tabular Data | news.ycombinator.com | 2023-08-24

Web App is using two open-source packages that I've created:
- MLJAR AutoML - Python package for AutoML on tabular data https://github.com/mljar/mljar-supervised
- Mercury - framework for converting Jupyter Notebooks into Web App https://github.com/mljar/mercury
You can run Web App locally. What is more, you can adjust notebook's code for your needs. For example, you can set different validation strategies or evalutaion metrics or longer training times. The notebooks in the repo are good starting point for you to develop more advanced apps.

InfluxDB

www.influxdata.com featured

Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
awesome-gradient-boosting-papers

1 982 3.7 Python

A curated list of gradient boosting research papers with implementations.
Intrusion-Detection-System-Using-Machine-Learning

3 327 2.9 Jupyter Notebook

Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)
amazon-sagemaker-local-mode

1 230 7.7 Python

Amazon SageMaker Local Mode Examples

Project mention: Debugging Python Code in Amazon SageMaker Locally Using Visual Studio Code and PyCharm: A Step-by-Step Guide | dev.to | 2023-11-15

git clone https://github.com/aws-samples/amazon-sagemaker-local-mode/ cd amazon-sagemaker-local-mode/general_pipeline_local_debug python3 -m venv .venv source .venv/bin/activate pip install jupyter jupyter lab

benchmarks

1 164 4.4 Jupyter Notebook

Comparison tools (by catboost)
stackgbm

1 25 8.3 R

🌳 Stacked Gradient Boosting Machines

Project mention: stackgbm VS xgboost - a user suggested alternative | libhunt.com/r/stackgbm | 2024-05-05

SaaSHub

www.saashub.com featured

SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
catboost-quickstart

3 3 0.0 Jupyter Notebook

🐈 🚀 Quickstart machine learning notebooks for creating CatBoost models

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

What are some of the best open-source Catboost projects? This list will help you:

	Project	Stars
1	catboost	7,767
2	mljar-supervised	2,941
3	awesome-gradient-boosting-papers	982
4	Intrusion-Detection-System-Using-Machine-Learning	327
5	amazon-sagemaker-local-mode	230
6	benchmarks	164
7	stackgbm	25
8	catboost-quickstart	3