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集合主题趋势排行榜
#

decision-tree

Website
Wikipedia
https://static.github-zh.com/github_avatars/Jack-Cherish?size=40
Jack-Cherish / Machine-Learning

#计算机科学#⚡机器学习实战(Python3):kNN、决策树、贝叶斯、逻辑回归、SVM、线性回归、树回归

adaboostlogisticsvmsmoknn机器学习Pythonnavie-bayes-algorithmdecision-treeregression
Python 9.68 k
1 年前
mljar/mljar-supervised
https://static.github-zh.com/github_avatars/mljar?size=40
mljar / mljar-supervised

#计算机科学#Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

automl机器学习mljar数据科学scikit-learnhyperparameter-optimizationfeature-engineeringxgboostrandom-forest神经网络lightgbmcatboostensembledecision-treeautomated-machine-learning
Python 3.16 k
2 个月前
benedekrozemberczki/awesome-decision-tree-papers
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / awesome-decision-tree-papers

#计算机科学#A collection of research papers on decision, classification and regression trees with implementations.

decision-treedecision-tree-classifiergradient-boostinggradient-boosting-machineregression-treecart机器学习machine-learning-researchrandom-forestxgboostlightgbmcatboostclassification-modelclassifierensemble-learningstatistical-learning
Python 2.4 k
1 年前
https://static.github-zh.com/github_avatars/igrigorik?size=40
igrigorik / decisiontree

#计算机科学#ID3-based implementation of the ML Decision Tree algorithm

rubymldecision-treeRuby机器学习
Ruby 1.45 k
7 年前
benedekrozemberczki/awesome-gradient-boosting-papers
https://static.github-zh.com/github_avatars/benedekrozemberczki?size=40
benedekrozemberczki / awesome-gradient-boosting-papers

#计算机科学#A curated list of gradient boosting research papers with implementations.

gradient-boostinggradient-boosting-machinegradient-boosted-treesxgboostcatboostlightgbmrandom-forestdecision-treeclassification-algorithm机器学习深度学习h2oclassifieradaboost
Python 1.02 k
1 年前
https://static.github-zh.com/github_avatars/mbeyeler?size=40
mbeyeler / opencv-machine-learning

#计算机科学#M. Beyeler (2017). Machine Learning for OpenCV: Intelligent image processing with Python. Packt Publishing Ltd., ISBN 978-178398028-4.

机器学习OpenCVJupyter Notebookconda-environmentPythondecision-treesupport-vector-machine
Jupyter Notebook 808
2 年前
https://static.github-zh.com/github_avatars/jphall663?size=40
jphall663 / interpretable_machine_learning_with_python

#计算机科学#Examples of techniques for training interpretable ML models, explaining ML models, and debugging ML models for accuracy, discrimination, and security.

机器学习Pythonxaigradient-boosting-machinedecision-tree数据科学fairnessinterpretable-machine-learninginterpretabilitymachine-learning-interpretabilitytransparencydata-mininginterpretable-mlinterpretable-ailimeh2o
Jupyter Notebook 681
1 年前
https://static.github-zh.com/github_avatars/Western-OC2-Lab?size=40
Western-OC2-Lab / Intrusion-Detection-System-Using-Machine-Learning

#计算机科学#Code for IDS-ML: intrusion detection system development using machine learning algorithms (Decision tree, random forest, extra trees, XGBoost, stacking, k-means, Bayesian optimization..)

机器学习random-forestdecision-treexgboostbayesian-optimizationhyperparameter-optimizationkmeansintrusion-detectionintrusion-detection-systemautonomous-vehiclescyber-securitynetwork-securitystackingcatboostensemble-learninglightgbm
Jupyter Notebook 501
2 年前
https://static.github-zh.com/github_avatars/seung-lab?size=40
seung-lab / connected-components-3d

#算法刷题#Connected components on discrete and continuous multilabel 3D & 2D images. Handles 26, 18, and 6 connected variants; periodic boundaries (4, 8, & 6)

PythonNumPybiomedical-image-processingC++图像处理cython3Ddecision-tree2d算法
C++ 417
2 天前
https://static.github-zh.com/github_avatars/JuliaAI?size=40
JuliaAI / DecisionTree.jl

#计算机科学#Julia implementation of Decision Tree (CART) and Random Forest algorithms

Julia 语言机器学习decision-treeclassificationregression
Julia 359
9 个月前
https://static.github-zh.com/github_avatars/microsoft?size=40
microsoft / Forge

A Generic Low-Code Framework Built on a Config-Driven Tree Walker

低代码decision-treeworkflow-engineconfigurationroslyndynamicuiMinecraft ForgeMicrosoftstatefulasyncC#genericnetstandard20
C# 303
16 天前
https://static.github-zh.com/github_avatars/lagodiuk?size=40
lagodiuk / decision-tree-js

#计算机科学#Small JavaScript implementation of ID3 Decision tree

decision-treerandom-forest机器学习
JavaScript 283
7 年前
https://static.github-zh.com/github_avatars/milaan9?size=40
milaan9 / Python_Decision_Tree_and_Random_Forest

I've demonstrated the working of the decision tree-based ID3 algorithm. Use an appropriate data set for building the decision tree and apply this knowledge to classify a new sample. All the steps have...

decision-treedecision-tree-classifierrandom-forestgraphviz
Jupyter Notebook 263
3 年前
https://static.github-zh.com/github_avatars/fengyang95?size=40
fengyang95 / tiny_ml

#计算机科学#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

PythonNumPysvmlrensemble机器学习clusteringdecision-treegbdtregressionclassification
Python 237
6 年前
https://static.github-zh.com/github_avatars/sanity?size=40
sanity / quickml

#计算机科学#A fast and easy to use decision tree learner in java

Java机器学习decision-treerandom-forest
Java 232
3 年前
https://static.github-zh.com/github_avatars/harunurrashid97?size=40
harunurrashid97 / 100-Days-Of-ML-Code

#计算机科学#A day to day plan for this challenge. Covers both theoritical and practical aspects

机器学习Pythonedadatascience教程siraj-raval-challengeinfographicsimplementationexploratory-data-analysis数据科学data-preprocessingdecision-treelinear-regressionarticle
Jupyter Notebook 227
2 年前
https://static.github-zh.com/github_avatars/STMicroelectronics?size=40
STMicroelectronics / STMems_Machine_Learning_Core

#计算机科学#Configuration files, examples and tools for the Machine Learning Core feature (MLC) available in STMicroelectronics MEMS sensors. Some examples of devices including MLC: LSM6DSOX, LSM6DSRX, ISM330DHCX...

stmicroelectronics机器学习decision-tree
C 196
2 个月前
https://static.github-zh.com/github_avatars/Evovest?size=40
Evovest / EvoTrees.jl

#计算机科学#Boosted trees in Julia

机器学习Julia 语言gradient-boostinggbrtdecision-treeregressionlogistic
Julia 188
1 个月前
https://static.github-zh.com/github_avatars/luokn?size=40
luokn / ml

#算法刷题#经典机器学习算法的极简实现

机器学习PythonNumPy算法adaboostkmeansknnldaloglogistic-regressionnaive-bayespcasvmdecision-tree
Python 184
7 个月前
https://static.github-zh.com/github_avatars/oguzeroglu?size=40
oguzeroglu / Ego

A lightweight decision making library for game AI.

game-ai游戏引擎Finite-state machinedecision-treedecision-makingJavaScriptwebglThree.js
JavaScript 172
5 年前
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