Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Catboost	7,564	12	3 months ago	20	September 19, 2023	539	apache-2.0	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.
Chefboost	428		4 months ago	17	February 16, 2022		mit	Python
A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python
Awesome Distributed Deep Learning	309		2 years ago
A curated list of awesome Distributed Deep Learning resources.
Learningx	213		3 years ago			3	mit	Python
Deep & Classical Reinforcement Learning + Machine Learning Examples in Python
Autograd.jl	160		2 years ago			19	other	Julia
Julia port of the Python autograd package.
Mariana	151		6 years ago			4	apache-2.0	JavaScript
The Cutest Deep Learning Framework which is also a wonderful Declarative Language
Notebooks	78		3 years ago				mit	Jupyter Notebook
A collection of Jupyter/IPython notebooks
Jlboost.jl	61		3 years ago			18	mit	Julia
A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms
Housing	34		2 years ago	6	May 08, 2021		mit	PHP
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.
Credit	18		2 years ago	3	January 01, 2021		mit	PHP
An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.

Alternatives To Notebooks

Select To Compare

Catboost ⭐ 7,564

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.

dependent packages 12total releases 20most recent commit 3 months ago

Chefboost ⭐ 428

A Lightweight Decision Tree Framework supporting regular algorithms: ID3, C4,5, CART, CHAID and Regression Trees; some advanced techniques: Gradient Boosting, Random Forest and Adaboost w/categorical features support for Python

total releases 17most recent commit 4 months ago

Awesome Distributed Deep Learning ⭐ 309

A curated list of awesome Distributed Deep Learning resources.

most recent commit 2 years ago

Learningx ⭐ 213

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

most recent commit 3 years ago

Autograd.jl ⭐ 160

Julia port of the Python autograd package.

most recent commit 2 years ago

Mariana ⭐ 151

The Cutest Deep Learning Framework which is also a wonderful Declarative Language

most recent commit 6 years ago

Notebooks ⭐ 78

A collection of Jupyter/IPython notebooks

most recent commit 3 years ago

Jlboost.jl ⭐ 61

A 100%-Julia implementation of Gradient-Boosting Regression Tree algorithms

most recent commit 3 years ago

Housing ⭐ 34

An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.

total releases 6most recent commit 2 years ago

Credit ⭐ 18

An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.

total releases 3most recent commit 2 years ago

Suggest An Alternative To notebooks

Alternative Project Comparisons

Notebooks vs Catboost

Notebooks vs Chefboost

Notebooks vs Awesome Distributed Deep Learning

Notebooks vs Learningx

Notebooks vs Autograd.jl

Notebooks vs Mariana

Notebooks vs Jlboost.jl

Notebooks vs Housing

Notebooks vs Credit

Popular Data Science Projects

Ml For Beginners ⭐ 63,698

12 weeks, 26 lessons, 52 quizzes, classic Machine Learning for all

most recent commit 4 months ago

Keras ⭐ 60,854

Deep Learning for humans

dependent packages 697total releases 87latest release December 06, 2023most recent commit 14 days ago

Superset ⭐ 58,778

Apache Superset is a Data Visualization and Data Exploration Platform

dependent packages 21total releases 6latest release April 18, 2023most recent commit 21 hours ago

Scikit Learn ⭐ 57,160

scikit-learn: machine learning in Python

dependent packages 11,480total releases 73latest release October 23, 2023most recent commit 3 months ago

Pandas ⭐ 41,935

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more

dependent packages 36,464total releases 122latest release December 08, 2023most recent commit 2 days ago

Popular Gradient Projects

Xgboost ⭐ 25,253

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

dependent packages 972total releases 79latest release November 13, 2023most recent commit 3 months ago

Deeplearning_ai_books ⭐ 14,417

deeplearning.ai（吴恩达老师的深度学习课程笔记及资源）

most recent commit 2 years ago

Reinforcement Learning An Introduction ⭐ 12,490

Python Implementation of Reinforcement Learning: An Introduction

most recent commit 9 months ago

Skeletonview ⭐ 12,320

☠️ An elegant way to show users that something is happening and also prepare them to which contents they are awaiting

total releases 61latest release August 11, 2022most recent commit 3 months ago

Nivo ⭐ 12,305

nivo provides a rich set of dataviz components, built on top of the awesome d3 and React libraries

dependent packages 204total releases 71latest release November 20, 2023most recent commit 3 months ago

Popular Data Processing Categories