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 May 4, 2019

catboost / catboost

4k

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

Good first issues

Predict on a single object with iloc

good first issue help wanted

#785 opened 24 days ago by annaveronika

CatBoostRanker class in Python

good first issue help wanted

#766 opened 30 days ago by annaveronika

1

Predict on a single object

good first issue help wanted

#763 opened about 1 month ago by annaveronika

C++ Updated May 4, 2019

biolab / orange3

1.8k

🍊

📊

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

Good first issues

Legend in visualizations: display datetime as datetime

easy bug

#3746 opened 22 days ago by ajdapretnar

Replicability in Neural networks and Random forests

easy friday

#3724 opened 29 days ago by janezd

TSNE widget error handling catches too many errors

easy enhancement

#3548 opened 3 months ago by markotoplak

2

Python Updated Apr 30, 2019

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

1.3k

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 Apr 24, 2019

tirthajyoti / Machine-Learning-with-Python

740

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 Apr 30, 2019

zekelabs / data-science-complete-tutorial

646

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

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

Jupyter Notebook Updated Mar 11, 2019

kk7nc / Text_Classification

326

Text Classification Algorithms: A Survey

text-classification nlp-machine-learning document-classification text-processing dimensionality-reduction rocchio-algorithm boosting-algorithms logistic-regression naive-bayes-classifier k-nearest-neighbours support-vector-machines decision-trees random-forest conditional-random-fields deep-learning deep-neural-network recurrent-neural-networks convolutional-neural-networks deep-belief-network hierarchical-attention-networks

Python Updated May 3, 2019

fukuball / fuku-ml

249

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

233

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 Apr 30, 2019

jmartinezheras / 2018-MachineLearning-Lectures-ESA

214

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

195

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

102

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 29, 2019

IBCNServices / GENESIM

70

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

dlab-berkeley / Machine-Learning-in-R

67

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 Apr 18, 2019

TomaszRewak / Face-Landmarking

64

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

60

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

michaeldorner / DecisionTrees

58

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

56

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

psaris / funq

39

Source files for "Fun Q: A Functional Introduction to Machine Learning in Q"

kdb q machine-learning logistic-regression decision-trees naive-bayes neural-network kmeans pagerank

q Updated May 4, 2019

cpfair / quran-tajweed

36

Tajweed annotation for the Qur'an

islam quran tajweed decision-trees

Python Updated Dec 12, 2017

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

RuleBasedIntegration / Rubi

35

Rubi for Mathematica

symbolic-integration integration-rules mathematica decision-trees

Good first issues

Include usage message of utility functions into the `Steps` display

good first issue Rubi interface

#16 opened 5 months ago by halirutan

Mathematica Updated Dec 21, 2018

tristaneljed / Decision-Tree-Visualization-Spark

32

🌲 Decision Tree Visualization for Apache Spark

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

JavaScript Updated May 3, 2019

xiangwang1223 / tree_enhanced_embedding_model

30

TEM: Tree-enhanced Embedding Model for Explainable Recommendation, WWW2018

explainable-recommendations decision-trees xgboost attention-mechanism www2018

Updated May 2, 2019

adityashrm21 / Bike-Sharing-Demand-Kaggle

29

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

29

Go Scoring API for PMML

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

Go Updated May 4, 2019

MBKraus / Predicting_real_estate_prices_using_scikit-learn

27

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

Python Updated Apr 9, 2019

CynthiaKoopman / Network-Intrusion-Detection

27

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

decision-trees

Repositories 718

Good first issues

Good first issues

Good first issues