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65 search results found
Lightgbm
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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.
Mlalgorithms
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9,318
Minimal and clean examples of machine learning algorithms implementations
Catboost
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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.
Tensorflow_practice
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6,377
tensorflow实战练习,包括强化学习、推荐系统、nlp等
Sklearn2pmml
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674
Python library for converting Scikit-Learn pipelines to PMML
Tab Transformer Pytorch
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609
Implementation of TabTransformer, attention network for tabular data, in Pytorch
Daily Deeplearning
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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
Chefboost
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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
Ml_cia
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428
公众号: 机器学习荐货情报局 所有代码
Deepgbm
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424
Implementation for the paper "DeepGBM: A Deep Learning Framework Distilled by GBDT for Online Prediction Tasks", which has been accepted by KDD'2019.
Gbdt_simple_tutorial
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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
Mldemo
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259
This repo is all the machine learning related project codes and their corresponding blog posts at the graduate level.
Lightgbm Gbdt Lr
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242
a python code of applying GBDT+LR for CTR prediction
Ijcai17_tianchi_rank4
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197
Machinelearningwithme
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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
Tencent Contest
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177
Tensorflow_practice
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168
推荐系统/计算广告相关仓库,个人博客https://jesse-csj.github.io/
Tiny_ml
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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
Video Classification Action Recognition
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135
some famous works and new content to be added
Sw_machine_learning
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95
machine learning
Gbdt Lr
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83
gbdt+lr
Black Swan
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77
KDD CUP 2017
Mgbdt
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62
This is the official clone for the implementation of the NIPS18 paper Multi-Layered Gradient Boosting Decision Trees (mGBDT) .
Alpha Zero Boosted
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60
A "build to learn" Alpha Zero implementation using Gradient Boosted Decision Trees (LightGBM)
Ai_explore
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54
机器学习、深度学习基础知识. 推荐系统及nlp相关算法实现
Quantumforest
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53
Fast Differentiable Forest lib with the advantages of both decision trees and neural networks
Machine_learning_code
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52
《统计学习方法》与常见机器学习模型(GBDT/XGBoost/lightGBM/catBoost/F
Machinelearning
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51
Implement Machine learning algorithm by myself using Python 3.6
Gradient Boosted Decision Tree
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41
GBDT (Gradient Boosted Decision Tree: 勾配ブースティング) のpythonによる実装
Machinelearningnote
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37
用python实现机器学习各种经典算法
Ktboost
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36
A Python package which implements several boosting algorithms with different combinations of base learners, optimization algorithms, and loss functions.
Tencent Competition Conversion Rate Estimation
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26
【腾讯社交广告算法大赛_决赛排名35】以移动app广告为研究对象,根据给定广告、用户和上下文情况信息
Bonsai Dt
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23
Programmable Decision Tree Framework
Gbdt Nas
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22
GBDT-NAS
Machine_learing_algo_python
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21
implement the machine learning algorithms by python for studying
Rec_system
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21
推荐系统,内含主流模型,不定期更新模型
Tencent_social_advertising_algorithm_competition
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21
第一届腾讯社交广告高校算法大赛Tencent_2017_contest
Simple_ml
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20
A simple machine learning algorithm implementation
Gbdt
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19
gdbt implement by scikit-learn
Spammessage
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19
一个垃圾短信识别系统
Simple Implementation Of Ml Algorithms
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17
My simplest implementations of common ML algorithms
Music Recommendation System
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16
KKBox's Music Recommendation Challenge on Kaggle.
Chinese Article Classification Based On Own Corpus Via Textcnn And Gbdt
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16
中文文本分类,包含了语料库的基本处理,Wiki_zh的处理等
Knowledge Driven Dialogue Lic2019
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16
2019 语言与智能技术竞赛-知识驱动对话 B榜第5名源码和模型
Machine Learning
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12
machine-learning
Customer_churn_prediction
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12
零售电商客户流失模型,基于tensorflow,xgboost4j-spark,spark-ml实现
Machine Learning From Scratch
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11
Popular machine learning algorithms, including GBDT, SVM and NN, implemented with simple python code.
Xiecheng
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11
携程比赛:出行产品未来14个月销量预测
Knowledge Driven Dialogue Lic2019
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11
2019 语言与智能技术竞赛-知识驱动对话 B榜第5名源码和模型
Fedkt
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9
Model-Agnostic Round-Optimal Federated Learning via Knowledge Transfer
Machine_learning
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9
machine learning applied to NLP without deep learning
Myalgorithms
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9
simple implementations of DL ML Matrix and DataStructures
Comment Sentiment Analysis
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8
豆瓣电影短评情感分析(二分类)
Ml_learning
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8
Fight for future.
Treegrad
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8
Dynamic_risk_road_prediction
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7
利用GBDT+LR预测动态高危路段
Autolgbm
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7
LightGBM + Optuna
Princewen Tensorflow_practice
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7
Assignments
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6
Python3 projects 文本分类/情感分析/人脸识别/GBDT
Ali2015 Mobilerecommendation
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6
Ali Mobile Recommendation Algorithm Competition - http://tianchi.aliyun.com/competition/introduction
Mouse Tracking Recognition
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6
鼠标轨迹识别 for 2017年“中国高校计算机大赛—大数据挑战赛”(Big Data Challenge)
Kddcup 2015
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5
kddcup-2015 predicting dropout of MOOCs
A Gentle Python Implementation Of Some Classical Machine Learning Algorithms
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5
I will implement some classical machine learning algorithms using raw python in this tutorial, including decision tree (ID3, C4.5, CART), gradient boosting decision tree (GBDT), support vector machine, logistic regression, navie bayes, k nearest neighbors, expectation maximation and adaboost.
Mtrecs Dlt
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5
MTRecS-DLT: Multi-Modal Transport Recommender System using Deep Learning and Tree Models
Neural_ensemble_trees
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5
The Neural Ensemble Trees (NET) is a neural model based on RF or GBDT.
Machine_learning
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5
树模型、SVD、李航《统计学习方法》、机器学习算法实现 by Numpy/Pandas/Tensorflow2 重构中...
Tencentsocialadvertising 30th Solutions
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5
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