Top 7 Python decision-tree Projects

catboost

8 7,731 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
orange

26 4,594 9.6 Python

🍊 :bar_chart: :bulb: Orange: Interactive data analysis

Project mention: Orange Data Mining | news.ycombinator.com | 2024-04-15
WorkOS

workos.com
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The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
decision-forests

1 647 8.4 Python

A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.
lleaves

4 292 7.0 Python

Compiler for LightGBM gradient-boosted trees, based on LLVM. Speeds up prediction by ≥10x.

Project mention: LLeaves: A LLVM-based compiler for LightGBM decision trees | news.ycombinator.com | 2023-07-08
SSVC

1 103 9.2 Python

Stakeholder-Specific Vulnerability Categorization
TitanicPassangerSurvivalPredictor

1 2 0.0 Python

A Web-App that uses Machine-Learning to predict a persons chances of surviving the Titanic Wreckage as a Passenger
Machine-Learning

1 0 10.0 Python

A repository of my ML projects for Machine Learning course (SC349) at Northwestern University (by YaelBenShalom)
InfluxDB

www.influxdata.com
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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.

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). The latest post mention was on 2024-04-15.