Topic: decision-trees

Microsoft / LightGBM

A fast, distributed, high performance gradient boosting (GBDT, GBRT, GBM or MART) framework based on decision tree al…

gbdt gbm machine-learning data-mining distributed lightgbm gbrt microsoft decision-trees gradient-boosting python r parallel kaggle

C++ Updated Mar 22, 2019 33 issues need help

catboost / catboost

3.8k

A fast, scalable, high performance Gradient Boosting on Decision Trees library, used for ranking, classification, reg…

machine-learning decision-trees gradient-boosting gbm gbdt python r kaggle gpu-computing catboost tutorial categorical-features gpu coreml data-science big-data cuda data-mining

C++ Updated Mar 22, 2019 30 issues need help

biolab / orange3

1.7k

🍊

📊

💡 Orange: Interactive data analysis https://orange.biolab.si

Python Updated Mar 22, 2019 4 issues need help

justmarkham / DAT8

1.3k

General Assembly's 2015 Data Science course in Washington, DC

Jupyter Notebook Updated Apr 18, 2016

susanli2016 / Machine-Learning-with-Python

1.1k

Python code for common Machine Learning Algorithms

linear-regression polynomial-regression logistic-regression decision-trees random-forest svm svr knn-classification naive-bayes-classifier kmeans-clustering hierarchical-clustering pca lda xgboost-algorithm

Jupyter Notebook Updated Mar 20, 2019

tirthajyoti / Machine-Learning-with-Python

717

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

numpy statistics pandas matplotlib regression scikit-learn classification principal-component-analysis clustering decision-trees random-forest dimensionality-reduction neural-network deep-learning artificial-intelligence data-science machine-learning k-nearest-neighbours naive-bayes

Jupyter Notebook Updated Mar 6, 2019

zekelabs / data-science-complete-tutorial

602

Notebooks to learn data science - Videos https://www.edyoda.com/resources/videolisting/1416/

machine-learning scikit-learn linear-regression nearest-neighbors feature-selection decision-trees numpy pandas pipeline

Jupyter Notebook Updated Mar 11, 2019

fukuball / fuku-ml

243

Simple machine learning library / 簡單易用的機器學習套件

machine-learning svm support-vector-machines classification regression linear-regression logistic-regression perceptron decision-trees neural-network

Python Updated Sep 11, 2018

RGF-team / rgf

221

Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper a…

machine-learning ml decision-trees ensemble-model decision-forest regularized-greedy-forest rgf

C++ Updated Mar 21, 2019 1 issue needs help

jmartinezheras / 2018-MachineLearning-Lectures-ESA

209

Machine Learning Lectures at the European Space Agency (ESA) in 2018

machinelearning machine-learning linear-regression support-vector-machines decision-trees random-forest neural-network deep-learning clustering pca anomaly-detection text-mining tf-idf topic-modeling lectures lecture-slides lecture-material lecture-videos

Jupyter Notebook Updated Mar 15, 2019

mdabros / SharpLearning

189

Machine learning for C# .Net

machine-learning csharp decision-trees adaboost gradient-boosting-machine random-forest neural-nets deep-learning ensemble-learning cross-validation metrics dotnet machine learning opensource

C# Updated Mar 3, 2019

dmitryikh / leaves

86

pure Go implementation of prediction part for GBRT (Gradient Boosting Regression Trees) models from popular frameworks

machine-learning lightgbm xgboost decision-trees boosting go golang

Go Updated Mar 16, 2019

IBCNServices / GENESIM

69

An innovative technique that constructs an ensemble of decision trees and converts this ensemble into a single, inter…

decision-trees data-mining ensemble

Scilab Updated Nov 20, 2017

TomaszRewak / Face-Landmarking

60

Real time face landmarking using decision trees and NN autoencoders

face-landmarking face-detection lips-movement-detection opencv computer-vision machine-learning decision-trees autoencoder real-time

C++ Updated Feb 28, 2019

arnaldog12 / Machine_Learning

56

Estudo e implementação dos principais algoritmos de Machine Learning em Jupyter Notebooks.

machine-learning machine-learning-algorithms adaboost decision-trees kmeans knn linear-discriminant-analysis principal-component-analysis naive-bayes regression linear-regression neural-network redes-neurais-artificiais multilinear-regression polynomial-regression python feature-selection logistic-regression

Jupyter Notebook Updated Mar 21, 2019 1 issue needs help

michaeldorner / DecisionTrees

55

Seminar work "Decision Trees - An Introduction" with presentation, seminar paper, and Python implementation

decision-trees paper theory tex

TeX Updated Nov 23, 2016

SilverDecisions / SilverDecisions

53

Software for creating and analyzing decision trees.

decision-trees decision-making decision-model javascript-applications teaching

JavaScript Updated Jan 2, 2019

michtesar / color_recognizer

43

Small project to learn neuronal network with classifying some basic colors based on Decision Tree Classifier and webc…

machine-learning decision-trees computer-vision artificial-intelligence deep-learning

Python Updated Oct 12, 2017

dlab-berkeley / Machine-Learning-in-R

39

6-hour tutorial on machine learning in R: preprocessing, cross-validation, lasso, decision trees, random forest, xgbo…

machine-learning dlab-berkeley tutorial random-forest superlearner decision-trees xgboost lasso

R Updated Mar 21, 2019

hecoding / Pac-Man

36

Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergradu…

pac-man pacman artificial-intelligence evolutionary-computation genetic-programming grammatical-evolution multi-objective-optimization decision-trees

Java Updated Aug 24, 2017 1 issue needs help

cpfair / quran-tajweed

32

Tajweed annotation for the Qur'an

islam quran tajweed decision-trees

Python Updated Dec 12, 2017

RuleBasedIntegration / Rubi

32

Rubi for Mathematica

symbolic-integration integration-rules mathematica decision-trees

Mathematica Updated Dec 21, 2018 2 issues need help

tristaneljed / Decision-Tree-Visualization-Spark

30

🌲 Decision Tree Visualization for Apache Spark

spark python python3 decision-tree-visualization decision-trees visualization

JavaScript Updated Oct 22, 2017

adityashrm21 / Bike-Sharing-Demand-Kaggle

28

Top 5th percentile solution to the Kaggle knowledge problem - Bike Sharing Demand

kaggle kaggle-competition kaggle-scripts kaggle-dataset data-science datascience machine-learning random-forest bikesharing r feature-extraction feature-engineering decision-trees boxplots log-transformation

R Updated Jan 24, 2018

asafschers / goscore

27

Go Scoring API for PMML

golang pmml random-forest classification machine-learning decision-trees

Go Updated Sep 5, 2018

mmottl / aifad

24

AIFAD - Automated Induction of Functions over Algebraic Data Types

ocaml machine-learning decision-trees algebraic-data-types

OCaml Updated Oct 24, 2018

MBKraus / Predicting_real_estate_prices_using_scikit-learn

22

Predicting Amsterdam house / real estate prices using Ordinary Least Squares-, XGBoost-, KNN-, Lasso-, Ridge-, Polyno…

Python Updated Sep 29, 2018

CynthiaKoopman / Network-Intrusion-Detection

20

Machine Learning with the NSL-KDD dataset for Network Intrusion Detection

nsl-kdd datamining feature-selection network-intrusion-detection intrusion-detection-system machine-learning kdd99 decision-trees random-forest cross-validation

Jupyter Notebook Updated May 11, 2017

Elhamkesh / Breast-Cancer-Scikitlearn

19

simple tutorial on Machine Learning with Scikitlearn

sklearn knn logistic-regression decision-trees random-forest nueral-networks svm breast-cancer-wisconsin python jupyter-notebook

Jupyter Notebook Updated Nov 6, 2017

harshitahluwalia7895 / Loan_Prediction

18

machine-learning decision-trees decision-tree-classifier random-forest data-science python3 machinelearning-python

Jupyter Notebook Updated Nov 4, 2018

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decision-trees

Repositories 681