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The Top 23 Gbdt Open Source Projects

Open source projects categorized as Gbdt
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 79most recent commit 5 months agopypi xgboost} Downloads
Lightgbm ⭐ 16,056
A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning tasks.
dependent packages 574total releases 34most recent commit 2 months agopypi lightgbm} Downloads
Ml Nlp ⭐ 10,874
此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。
most recent commit 3 years ago
Mlalgorithms ⭐ 9,318
Minimal and clean examples of machine learning algorithms implementations
most recent commit a year ago
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 5 months ago
Tensorflow_practice ⭐ 6,377
tensorflow实战练习，包括强化学习、推荐系统、nlp等
most recent commit 9 months ago
Ai Recommendersystem ⭐ 1,238
该仓库尝试整理推荐系统领域的一些经典算法模型
most recent commit 8 months ago
Recsys ⭐ 815
计算广告/推荐系统/机器学习(Machine Learning)/点击率(CTR)/转化率(CVR)预估/点击率预估
most recent commit 5 years ago
Sklearn2pmml ⭐ 674
Python library for converting Scikit-Learn pipelines to PMML
dependent packages 8total releases 141most recent commit 6 months agopypi sklearn2pmml} Downloads
Thundergbm ⭐ 674
ThunderGBM: Fast GBDTs and Random Forests on GPUs
total releases 25most recent commit 9 months ago
Ml Note ⭐ 617
📙慢慢整理所学的机器学习算法，并根据自己所理解的样子叙述出来。(注重数学推导)
most recent commit 2 years ago
Tab Transformer Pytorch ⭐ 609
Implementation of TabTransformer, attention network for tabular data, in Pytorch
total releases 19most recent commit 7 months ago
Machine_learning_resources ⭐ 571
🐟🐟🐟 机器学习面试复习资源
most recent commit 3 years ago
Daily Deeplearning ⭐ 532
🔥机器学习/深度学习/Python/算法面试/自然语言处理教程/剑指offer/machine learning/deeplearning/Python/Algorithm interview/NLP Tutorial
most recent commit 5 months ago
Jpmml Sklearn ⭐ 519
Java library and command-line application for converting Scikit-Learn pipelines to PMML
dependent packages 1total releases 40most recent commit 5 months ago
Hector ⭐ 457
Golang machine learning lib
total releases 1most recent commit 8 years ago
Ml_cia ⭐ 428
公众号: 机器学习荐货情报局 所有代码
most recent commit 5 years 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 6 months ago
Deepgbm ⭐ 424
Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.
most recent commit 4 years ago
Gbdt_simple_tutorial ⭐ 371
python实现GBDT的回归、二分类以及多分类，将算法流程详情进行展示解读并可视化，庖丁解牛地理解 Boosting Decision Trees regression, dichotomy and multi-classification are realized based on python, and the details of algorithm flow are displayed, interpreted and visualized to help readers better understand Gradient Boosting Decision
most recent commit 5 years ago
Ytk Learn ⭐ 351
Ytk-learn is a distributed machine learning library which implements most of popular machine learning algorithms(GBDT, GBRT, Mixture Logistic Regression, Gradient Boosting Soft Tree, Factorization Machines, Field-aware Factorization Machines, Logistic Regression, Softmax).
most recent commit 2 years ago
Wormhole ⭐ 334
Deprecated
most recent commit 7 years ago
Mldemo ⭐ 259
This repo is all the machine learning related project codes and their corresponding blog posts at the graduate level.
most recent commit 5 years ago
The 10 Most Depended On Gbdt Open Source Projects
Sklearn2pmml ⭐ 674
Python library for converting Scikit-Learn pipelines to PMML
dependent packages 8total releases 141latest release December 08, 2023most recent commit 6 months agopypi sklearn2pmml} Downloads
Jpmml Xgboost ⭐ 125
Java library and command-line application for converting XGBoost models to PMML
dependent packages 3total releases 59latest release July 21, 2023most recent commit 5 months ago
Gbdt Rs ⭐ 192
MesaTEE GBDT-RS : a fast and secure GBDT library, supporting TEEs such as Intel SGX and ARM TrustZone
dependent packages 2total releases 3latest release November 07, 2023most recent commit 5 months agocargo gbdt} Downloads
Shifu ⭐ 235
An end-to-end machine learning and data mining framework on Hadoop
dependent packages 2total releases 9latest release April 03, 2019most recent commit a year ago
Xgboost Node ⭐ 25
Run XGBoost model and make predictions in Node.js
dependent packages 2total releases 7latest release August 16, 2019most recent commit 7 years agonpm npmdemotigerhuang} Downloads
Jpmml Lightgbm ⭐ 163
Java library and command-line application for converting LightGBM models to PMML
dependent packages 2total releases 7latest release July 21, 2023most recent commit 6 months ago
Jpmml Sklearn ⭐ 519
Java library and command-line application for converting Scikit-Learn pipelines to PMML
dependent packages 1total releases 40latest release October 23, 2023most recent commit 5 months ago
The 10 Latest Releases In Gbdt Open Source Projects
Sklearn2pmml ⭐ 674
Python library for converting Scikit-Learn pipelines to PMML
dependent packages 8total releases 141latest release December 08, 2023most recent commit 6 months agopypi sklearn2pmml} Downloads
Gbdt Rs ⭐ 192
MesaTEE GBDT-RS : a fast and secure GBDT library, supporting TEEs such as Intel SGX and ARM TrustZone
dependent packages 2total releases 3latest release November 07, 2023most recent commit 5 months agocargo gbdt} Downloads
Jpmml Sklearn ⭐ 519
Java library and command-line application for converting Scikit-Learn pipelines to PMML
dependent packages 1total releases 40latest release October 23, 2023most recent commit 5 months ago
Jpmml Xgboost ⭐ 125
Java library and command-line application for converting XGBoost models to PMML
dependent packages 3total releases 59latest release July 21, 2023most recent commit 5 months ago
Jpmml Lightgbm ⭐ 163
Java library and command-line application for converting LightGBM models to PMML
dependent packages 2total releases 7latest release July 21, 2023most recent commit 6 months ago
Tab Transformer Pytorch ⭐ 609
Implementation of TabTransformer, attention network for tabular data, in Pytorch
total releases 19latest release November 01, 2022most recent commit 7 months ago
Thundergbm ⭐ 674
ThunderGBM: Fast GBDTs and Random Forests on GPUs
total releases 25latest release September 19, 2022most recent commit 9 months ago
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