benedekrozemberczki/awesome-decision-tree-papers

A collection of research papers on decision, classification and regression trees with implementations.

Language: Python - Size: 870 KB - Last synced at: 7 days ago - Pushed at: about 1 year ago - Stars: 2,398 - Forks: 341

benedekrozemberczki/awesome-gradient-boosting-papers

A curated list of gradient boosting research papers with implementations.

Language: Python - Size: 1.48 MB - Last synced at: 9 days ago - Pushed at: about 1 year ago - Stars: 1,021 - Forks: 158

maykulkarni/Machine-Learning-Notebooks

Machine Learning notebooks for refreshing concepts.

Language: Jupyter Notebook - Size: 13.2 MB - Last synced at: over 1 year ago - Pushed at: over 3 years ago - Stars: 420 - Forks: 218

xuyxu/Soft-Decision-Tree

PyTorch Implementation of "Distilling a Neural Network Into a Soft Decision Tree." Nicholas Frosst, Geoffrey Hinton., 2017.

Language: Python - Size: 564 KB - Last synced at: 8 days ago - Pushed at: about 1 year ago - Stars: 100 - Forks: 19

tofti/python-id3-trees

python implementation of classification trees

Language: Python - Size: 27.3 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 51 - Forks: 60

lucksd356/DecisionTrees

A python implementation of the CART algorithm for decision trees

Language: Python - Size: 146 KB - Last synced at: over 1 year ago - Pushed at: over 6 years ago - Stars: 42 - Forks: 37

mrgloom/skin-detection-example

Simple pixelwise skin detection using classification tree.

Language: Python - Size: 592 KB - Last synced at: 8 days ago - Pushed at: about 7 years ago - Stars: 30 - Forks: 21

lucaslattari/MachineLearningSeries

Vídeos e códigos do Universo Discreto ensinando o fundamental de Machine Learning em Python. Para mais detalhes, acompanhar a playlist listada.

Language: Jupyter Notebook - Size: 20.2 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 28 - Forks: 48

NicolasBizzozzero/fforest

A set of tools useful for doing experiments with fuzzy forests

Language: Python - Size: 14.1 MB - Last synced at: 10 days ago - Pushed at: over 7 years ago - Stars: 15 - Forks: 0

chicago-joe/Python-ML-for-Financial-Applications

Moody's Bond Rating Classifier and USPHCI Economic Activity Forecast Modeling

Language: Python - Size: 7.06 MB - Last synced at: about 2 years ago - Pushed at: almost 6 years ago - Stars: 14 - Forks: 6

Stevan-Radovanovic/MachineLearningCollection-R

A collection of problems solved with machine learning algorithms, using R.

Language: R - Size: 300 KB - Last synced at: about 2 years ago - Pushed at: almost 5 years ago - Stars: 6 - Forks: 1

SimoneStefani/kth-dd2421 📦

Machine Learning (DD2421) at Royal Institute of Technology KTH

Language: Python - Size: 2.44 MB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 6 - Forks: 4

Amar-arruf/App_Skipsiku

Sistem Pendukung Keputusan untuk menentukan layak dan tidaknya seseorang mendapatkan bantuan PKH dengan menggunakan machine learning yaitu C4.5 dan K-Means

Language: SCSS - Size: 14.3 MB - Last synced at: 20 days ago - Pushed at: about 1 year ago - Stars: 4 - Forks: 0

DavidCico/Self-implementation-of-a-random-forest-algorithm

A random forest algorithm is implemented in Python from scratch to perform a classification analysis.

Language: Python - Size: 94.7 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 4 - Forks: 2

vamshikallem/Churn-Prediction-of-Telecom-Data

This project is focused on end to end application of Machine Learning methodologies to achieve best predicting accuracy. Our goal is to predict churn rate of customers for a telecom service provider based on service charges and usage data of customer.

Language: Jupyter Notebook - Size: 560 KB - Last synced at: about 2 years ago - Pushed at: over 4 years ago - Stars: 3 - Forks: 0

sebastiankeshuqi/Apply-Classification-Tree-to-Red-Wine-Quality

Language: TeX - Size: 421 KB - Last synced at: 6 months ago - Pushed at: almost 5 years ago - Stars: 2 - Forks: 0

huangyueranbbc/ClassificationModelForAmazonReviewsDemo

基于50万亚马逊美食评论数据集的评论分类系统 Review classification system based on 500 thousand Amazon gourmet review data

Language: Java - Size: 10.7 KB - Last synced at: about 2 years ago - Pushed at: over 7 years ago - Stars: 2 - Forks: 3

didemch/wine-classif

Finding out whether it is possible to predict the quality of the wine using Random Forests, Neural Networks, Classification trees and other methods

Size: 544 KB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

datagirlz19/Applied-Data-Science-in-R

A collection of mini projects in R that apply statistical and machine learning methods and tools to solve data-driven problems

Size: 21 MB - Last synced at: about 2 years ago - Pushed at: almost 3 years ago - Stars: 1 - Forks: 0

bryce-bowles/alchemy-broker-modeling

Performed segmentation analysis and predictive modeling on insurance broker performance to conclude a random forest model (highest AUC of 73%) predicted whether 2020 Gross Written Premium will increase or decrease from 2019 with a misclassification rate of 35%. Four classification models (classification trees, logistic regression, random forests, and support vector machines) were built, evaluated, and then tuned for prescriptive measures to analyze broker performance. Explored, visualized, and described five groups of brokers using principal component analysis.

Language: R - Size: 3.02 MB - Last synced at: 10 months ago - Pushed at: about 3 years ago - Stars: 1 - Forks: 0

jesussantana/Supervised-Classification

Let’s practice and become familiar with classification algorithms.

Language: Jupyter Notebook - Size: 31.1 MB - Last synced at: about 2 months ago - Pushed at: almost 4 years ago - Stars: 1 - Forks: 0

kellyav/machinelearningfinal

Final project progress will be posted here.

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MohamedOmar2020/13-machine-learning-models

Six machine learning models for predicting bladder cancer progression using Caret package

Language: R - Size: 2.39 MB - Last synced at: 3 months ago - Pushed at: over 5 years ago - Stars: 1 - Forks: 1

ilellosmith/bee6300

Multivariate Environmental Statistics (BEE6300) R Code

Language: R - Size: 19.2 MB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 1 - Forks: 0

yacine-benbaccar/Classification-trees

Using classification trees to predict a hand written digit.

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gorosgobe/decision-ex

My first attempt at Elixir, a basic implementation of decision trees.

Language: Elixir - Size: 11.7 KB - Last synced at: 15 days ago - Pushed at: over 7 years ago - Stars: 1 - Forks: 0

AtheerAlzhrani/ml-projects

ML projects, which I worked on utilising different machine learning algorithms.

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pitaconsumer/pitaconsumer.github.io.

My portfolio website regarding data science projects. Some visualization and analysis projects reflect work for PITAPOLICY clients.

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jeanbou/TDTS

Matlab based Ph.D. project T-DTS, developed during for the thesis 2006-2009. It's the enhanced version of Tree-like Divide to Simplify (T-DTS) ANN (AI/ML) structure-based tool used for classification tasks. The credits: the v.1.0 was developed by Dr. M. Rybnik under supervision of Prof. K. Madani

Language: MATLAB - Size: 55.4 MB - Last synced at: 28 days ago - Pushed at: 11 months ago - Stars: 0 - Forks: 0

challamani/dataset-classification

Dataset classification based on a dynamic classification nodes (XML/JSON), as Multi-grouping is not possible in RDBMS we can implement Logical grouping using classification node/attributes configuration.

Language: Java - Size: 1.33 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 0 - Forks: 0

Foroughmo/Telco-Customer-Churn

Focused customer retention programs

Language: HTML - Size: 1.91 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

jmm34/computo-local-tree-methods-for-classification Fork of computorg/template-computo-R

Material associated to the publication project on local trees methods for classification

Language: R - Size: 54 MB - Last synced at: about 1 year ago - Pushed at: about 1 year ago - Stars: 0 - Forks: 0

arunsivakumar5/XGBoost-Decision-tree-for-Predicting-Energy-consumption

In this project, we will create a classification model to predict energy consumptions of buildings(EUI-High/Low) using Decision tree. We aim to use XGBoost to further improve accuracy of the model.

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mmmzzss/Sentiment-analysis-and-classfication-tree-with-Yelp-dataset

Size: 99.2 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 0 - Forks: 1

gzmgrnmz/machine_learning_prediction

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devAdam117/clusterAnalysis

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mahirahman/ATM-Withdrawal-and-Rating-Prediction

Analyze the ATM dataset and predict the monthly withdrawal and rating of an ATM based on the features in the dataset 🏧

Language: Jupyter Notebook - Size: 2.41 MB - Last synced at: almost 2 years ago - Pushed at: almost 2 years ago - Stars: 0 - Forks: 0

hafizmrf3/onthology-thesaurus

Thesaurus app for Word Mapping based on word classification using Laravel, VueJS and D3JS

Language: JavaScript - Size: 29.7 MB - Last synced at: about 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

corinnastrada/churn_propensity_models

Size: 26.4 KB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

MeredithGal/Predictive-Analytics-with-R-Programming

UNCW BAN 502 This course explores methods for model selection, parameter estimation, and validation. Focused on techniques and algorithms from the statistical and machine learning disciplines.

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andkound98/comp-stat-project-2022

Material for the Computational Statistics Project | Summer 2022 | University of Bonn

Language: Jupyter Notebook - Size: 2.67 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

vargovema/ML_movies_votes

Classification of movie rankings

Language: R - Size: 10.4 MB - Last synced at: almost 2 years ago - Pushed at: over 2 years ago - Stars: 0 - Forks: 0

colettebarca/filmSuccess

Python & SQL Languages. Code Files & Written Report. A brief overview of the project's goals and outcomes is given below.

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TerboucheHacene/penguin_ml

Build, train and deploy ML model to classify penguin types on tabular data

Language: Jupyter Notebook - Size: 401 KB - Last synced at: almost 2 years ago - Pushed at: over 3 years ago - Stars: 0 - Forks: 0

paulslss300/Exploratory-Statistical-Analysis-on-Royal-Canadian-Yacht-Club-Dataset

Class Project for Introduction to Statistical Reasoning and Data Science: Exploratory Statistical Analysis on Royal Canadian Yacht Club Dataset

Size: 246 KB - Last synced at: over 1 year ago - Pushed at: almost 4 years ago - Stars: 0 - Forks: 0

gzlupko/CART

This repo contains an R programming project that implements and compares decision tree models including C5.0, C5.4 and CART.

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sidx1024/DecisionTrees

A JavaScript implementation of the CART algorithm for decision trees

Language: JavaScript - Size: 6.84 KB - Last synced at: about 2 years ago - Pushed at: about 4 years ago - Stars: 0 - Forks: 0

abhishekmanglaa/credit-card-profittability

Using Logistics, Classification, and KNN modelling to predict if a credit card account will default.

Size: 194 KB - Last synced at: over 1 year ago - Pushed at: over 4 years ago - Stars: 0 - Forks: 0

herwinvw/MachineLearningCourse

from Wesleyan University

Language: Jupyter Notebook - Size: 1.46 MB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 0 - Forks: 0

YuChenAmberLu/Data-Science--Practical

factor selection, exploratory data analysis, statistical learning on both qualitative and quantitative data in R

Language: R - Size: 17.5 MB - Last synced at: about 2 years ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 0

kvmu/lightcurve-classification

Lightcurve Classification for Periodically Varying Stars (SAMSI Undergraduate Workshop Project)

Language: R - Size: 192 MB - Last synced at: about 1 year ago - Pushed at: over 6 years ago - Stars: 0 - Forks: 5

magoavi/churn

:octocat: Predict if the customer will churn or not

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gratipine/exercise_prediction

Language: HTML - Size: 225 KB - Last synced at: about 2 years ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 0

anuragkr29/DecisionTreeFromScratch

Implementation of a Decision Tree(The ID3 algorithm) using Python3

Language: Jupyter Notebook - Size: 1.22 MB - Last synced at: over 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 1

rachhshruti/classification-tree-greedy-algorithm

Greedy algorithm for classification tree

Language: Python - Size: 2.93 KB - Last synced at: 23 days ago - Pushed at: over 7 years ago - Stars: 0 - Forks: 0

mohdsanadzakirizvi/Machine-Learning-Recipies

Code written for Google's ML Recipies Class

Language: Python - Size: 2.93 KB - Last synced at: about 1 year ago - Pushed at: about 8 years ago - Stars: 0 - Forks: 0