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17 search results found

Snapshot Ensembles ⭐ 277

Snapshot Ensemble in Keras

Imbalanced Ensemble ⭐ 234

Class-imbalanced Ensemble Learning in Python. | 类别不平衡/长尾机器学习库

Self Paced Ensemble ⭐ 217

ICDE'20 | A general & effective ensemble framework for imbalanced classification. | 泛用，高效，鲁棒的类别不平衡学习框架

Open Solution Toxic Comments ⭐ 151

Open solution to the Toxic Comment Classification Challenge

Rankeval ⭐ 65

Official repository of RankEval: An Evaluation and Analysis Framework for Learning-to-Rank Solutions.

hgboost is a python package for hyper-parameter optimization for xgboost, catboost or lightboost using cross-validation, and evaluating the results on an independent validation set. hgboost can be applied for classification and regression tasks.

Open Solution Value Prediction ⭐ 39

Open solution to the Santander Value Prediction Challenge 🐠

Forecastveg ⭐ 34

A Machine Learning Approach to Forecasting Remotely Sensed Vegetation Health in Python

Disentangled Attribution Curves ⭐ 23

Using / reproducing DAC from the paper "Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees"

Image Caption Tf ⭐ 15

Stacking Blending Voting Ensembles ⭐ 15

This repository contains an example of each of the Ensemble Learning methods: Stacking, Blending, and Voting. The examples for Stacking and Blending were made from scratch, the example for Voting was using the scikit-learn utility.

Churnbabychurn ⭐ 9

Telco Churn - Ensemble and Stacked Classifer Models

Feature selection method based on repeated elastic net.

Bayesian Reward Shaping ⭐ 7

Bayesian Reward Shaping Framework for Deep Reinforcement Learning

Rl Inference ⭐ 6

Reinforcement Learning through Active Inference

Pneumonia Detection ⭐ 6

RSNA Pneumonia Detection Challenge

Multiple Model Ensembling

Tactical Asset Allocation Advisor using Deep Learning

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