Topic: random-forest

EpistasisLab / tpot

A Python Automated Machine Learning tool that optimizes machine learning pipelines using genetic programming.

machine-learning python data-science automl automation scikit-learn hyperparameter-optimization model-selection parameter-tuning automated-machine-learning random-forest gradient-boosting feature-engineering xgboost

Python Updated Mar 1, 2019

h2oai / h2o-3

3.9k

Open Source Fast Scalable Machine Learning Platform For Smarter Applications (Deep Learning, Gradient Boosting, Rando…

Java Updated Mar 22, 2019

biolab / orange3

1.7k

🍊

📊

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

Python Updated Mar 22, 2019 4 issues need help

szilard / benchm-ml

1.6k

A minimal benchmark for scalability, speed and accuracy of commonly used open source implementations (R packages, Pyt…

machine-learning data-science r python gradient-boosting-machine random-forest deep-learning xgboost h2o spark

R Updated Sep 15, 2018

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

kingfengji / gcForest

858

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

machine-learning random-forest ensemble-learning deep-forest

Python Updated Dec 21, 2018

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

nickgillian / grt

615

gesture recognition toolkit

gesture-recognition grt machine-learning gesture-recognition-toolkit support-vector-machine random-forest kmeans dynamic-time-warping softmax linear-regression

C++ Updated Mar 22, 2019

ledell / useR-machine-learning-tutorial

374

useR! 2016 Tutorial: Machine Learning Algorithmic Deep Dive http://user2016.org/tutorials/10.html

machine-learning deep-learning random-forest gradient-boosting-machine tutorial data-science ensemble-learning r

Jupyter Notebook Updated Mar 5, 2018 1 issue needs help

Xtra-Computing / thundergbm

318

ThunderGBM: Fast GBDTs and Random Forests on GPUs

cuda gpu gbdt random-forest machine-learning

C++ Updated Mar 17, 2019

grf-labs / grf

247

Generalized Random Forests

causal-inference random-forest

C++ Updated Mar 22, 2019 10 issues need help

sanity / quickml

226

A fast and easy to use decision tree learner in java

java machine-learning decision-tree random-forest

Java Updated May 17, 2017

machinelearnjs / machinelearnjs

216

Machine Learning library for the web and Node.

machine-learning easy-to-use minimalistic web node statistical-learning random-forest svm feature-extraction data-preprocessing probabilistic-models structured-data

TypeScript Updated Mar 17, 2019 5 issues need 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

lagodiuk / decision-tree-js

198

Small JavaScript implementation of ID3 Decision tree

decision-tree random-forest machine-learning

JavaScript Updated Jan 10, 2018

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

arogozhnikov / infiniteboost

160

InfiniteBoost: building infinite ensembles with gradient descent

machine-learning research gradient-boosting random-forest experiments

Jupyter Notebook Updated Sep 17, 2018

ShifuML / shifu

152

An end-to-end machine learning and data mining framework on Hadoop

shifu hadoop machine-learning pipeline bigdata neural-network gbdt random-forest end-to-end-machine-learning

Java Updated Mar 22, 2019

rickiepark / handson-ml

143

도서 "핸즈온 머신러닝"의 예제와 연습문제를 담은 주피터 노트북입니다.

deep-learning machine-learning tensorflow scikit-learn python neural-network recurrent-neural-networks reinforcement-learning autoencoder deep-neural-networks ensemble-learning svm random-forest gradient-boosting xgboost

Forked from ageron/handson-ml Jupyter Notebook Updated Mar 12, 2019

ayush1997 / YouTube-Like-predictor

122

YouTube Like Count Predictions using Machine Learning

machine-learning predictive-analysis youtube-api random-forest visualization data-science data-analysis

Jupyter Notebook Updated Mar 12, 2019

MI2DataLab / randomForestExplainer

117

A set of tools to understand what is happening inside a Random Forest

random-forest cran

HTML Updated Nov 28, 2017

ahmedbesbes / How-to-score-0.8134-in-Titanic-Kaggle-Challenge

80

Solution of the Titanic Kaggle competition

kaggle kaggle-titanic tutorial machine-learning scikit-learn visualization python jupyter exploratory-data-analysis gridsearch random-forest data-visualization

Jupyter Notebook Updated Apr 7, 2018

anujdutt9 / Handwritten-Digit-Recognition-using-Deep-Learning

74

Handwritten Digit Recognition using Machine Learning and Deep Learning

mnist-classification convolutional-neural-networks python-3-5 handwritten-digit-recognition machine-learning deep-learning knn random-forest svm-model tensorflow keras theano classification

Python Updated Jan 17, 2018

Edward1Chou / Textclassification

74

several methods for text classification

tensorflow tf-idf logistic-regression random-forest

Python Updated Dec 31, 2017

alessandrolulli / reforest

68

Random Forests in Apache Spark

random-forest spark spark-mllib random-rotation ensembles model-selection distributed

Scala Updated Mar 14, 2019

zmjones / edarf

59

exploratory data analysis using random forests

random-forest r rstats exploratory-data-analysis machine-learning

R Updated Feb 6, 2018

emlearn / emlearn

57

Machine Learning inference engine for Microcontrollers and Embedded devices

machine-learning random-forest classifier embedded-systems microcontroller scikit-learn c python inference neural-networks keras tensorflow

Python Updated Mar 10, 2019

mrthlinh / FIFA-World-Cup-Prediction

52

Predict who will win the FIFA World Cup 2018

fifa worldcup2018 prediction random-forest

Jupyter Notebook Updated Nov 2, 2018

edouardpoitras / NowTrade

50

Python library for backtesting technical/mechanical strategies in the stock and currency markets

trading technical-indicators neural-network random-forest stock currency algorithmic-trading-library python machine-learning

Python Updated Feb 8, 2017

NLP-kr / tensorflow-ml-nlp

50

텐서플로우와 머신러닝으로 시작하는 자연어처리(로지스틱회귀부터 트랜스포머 챗봇까지)