decision-forest · GitHub Topics

#计算机科学#A collection of state-of-the-art algorithms for the training, serving and interpretation of Decision Forest models in Keras.

翻译 - 一组用于Keras中的决策林模型的训练，服务和解释的最新算法。

Python 机器学习 random-forest Tensorflow decision-trees gradient-boosting interpretability decision-forest Keras

Python 677

3 天前

google / yggdrasil-decision-forests

#计算机科学#A library to train, evaluate, interpret, and productionize decision forest models such as Random Forest and Gradient Boosted Decision Trees.

C++命令行界面 Tensorflow 机器学习 decision-trees decision-forest random-forest gradient-boosting cart interpretability distributed-computing Go JavaScript pypi Python

C++ 560

2 天前

RGF-team / rgf

#计算机科学#Home repository for the Regularized Greedy Forest (RGF) library. It includes original implementation from the paper and multithreaded one written in C++, along with various language-specific wrappers.

机器学习 decision-trees decision-forest kaggle

C++ 381

3 年前

pievos101 / DFNET

Network-guided greedy decision forest for feature subset selection

decision-forest multi-modal explainable-ai random-forest

R 7

2 年前

grahman20 / ADF

#算法刷题#Adaptive Decision Forest(ADF) is an incremental machine learning framework called to produce a decision forest to classify new records. ADF is capable to classify new records even if they are associat...

人工智能 analytics big-data big-data-analytics incremental incremental-learning 机器学习 online-learning concept-drift moa activity-recognition 算法 classification pattern-recognition streaming-data decision-forest decision-tree

Java 4

2 年前

martinferianc / SentimentAnalysis-EIE3

#计算机科学#Sentiment analysis from small grayscale pictures by decision forests done as a coursework for CO395

decision-forest decision-trees 机器学习 sentiment-analysis 机器视觉

Python 4

6 年前

zislam / ForestPA

Class implementing decision forest algorithm Forest PA, using bootstrap samples and penalized attributes. Uses and depends on SimpleCart.

decision-trees decision-forest Java data-mining 数据分析数据科学 analysis mining data classification

Java 2

5 年前

grahman20 / TLF

We present a framework called TLF that builds a classifier for the target domain having only few labeled training records by transferring knowledge from the source domain having many labeled records. ...

concept-drift data-mining 数据科学 decision-forest decision-trees domain-adaptation random-forest transfer-learning

Java 2

2 年前

zislam / SysFor

Implementation of the decision forest algorithm SysFor, a forest of high accuracy decision trees.

decision-trees decision-forest Java data-mining 数据科学 data classification mining 数据分析

Java 1

5 年前

AndreeaMusat / machine_learning

word2vec q-learning decision-trees id3 decision-forest hierarchical-clustering pong reinforcement-learning neural-networks backpropagation regression knn

Jupyter Notebook 1

6 年前

grahman20 / SiMI

SiMI imputes numerical and categorical missing values by making an educated guess based on records that are similar to the record having a missing value. Using the similarity and correlations, missing...

data-cleaning 数据科学 dataset decision-forest decision-tree decision-tree-classifier linear-regression preprocessing

Java 0

2 年前