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The Top 23 Python Gbdt Open Source Projects

Open source projects categorized as Python Gbdt
Lightgbm ⭐ 16,053
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 15 hours agopypi lightgbm} Downloads
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 3 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 7 months ago
Sklearn2pmml ⭐ 674
Python library for converting Scikit-Learn pipelines to PMML
dependent packages 8total releases 141most recent commit 3 months agopypi sklearn2pmml} Downloads
Tab Transformer Pytorch ⭐ 609
Implementation of TabTransformer, attention network for tabular data, in Pytorch
total releases 19most recent commit 5 months 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 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
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
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
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
Lightgbm Gbdt Lr ⭐ 242
a python code of applying GBDT+LR for CTR prediction
most recent commit 6 years ago
Ijcai17_tianchi_rank4 ⭐ 197
most recent commit 7 years ago
Machinelearningwithme ⭐ 191
A repository contains more than 12 common statistical machine learning algorithm implementations. 常见机器学习算法原理与实现
most recent commit 5 months ago
Tencent Contest ⭐ 177
most recent commit 6 years ago
Tensorflow_practice ⭐ 168
推荐系统/计算广告相关仓库，个人博客https://jesse-csj.github.io/
most recent commit 3 years ago
Tiny_ml ⭐ 137
numpy 实现的 周志华《机器学习》书中的算法及其他一些传统机器学习算法
most recent commit 4 years ago
Video Classification Action Recognition ⭐ 135
some famous works and new content to be added
most recent commit 7 years ago
Sw_machine_learning ⭐ 95
machine learning
most recent commit 5 years ago
Gbdt Lr ⭐ 83
gbdt+lr
most recent commit 5 years ago
Black Swan ⭐ 77
KDD CUP 2017
most recent commit 7 years ago
Mgbdt ⭐ 62
This is the official clone for the implementation of the NIPS18 paper Multi-Layered Gradient Boosting Decision Trees (mGBDT) .
most recent commit 5 years ago
The 3 Most Depended On Python 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 3 months agopypi sklearn2pmml} Downloads
The 8 Latest Releases In Python 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 3 months agopypi sklearn2pmml} Downloads
Tab Transformer Pytorch ⭐ 609
Implementation of TabTransformer, attention network for tabular data, in Pytorch
total releases 19latest release November 01, 2022most recent commit 5 months ago
Autolgbm ⭐ 7
LightGBM + Optuna
total releases 3latest release February 13, 2022most recent commit 2 years ago
Treegrad ⭐ 8
total releases 2latest release April 25, 2019most recent commit 4 years ago
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