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.

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

Snapshot Ensemble in Keras

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

Open solution to the Toxic Comment Classification Challenge

[NeurIPS’20] ⚖️ Build powerful ensemble class-imbalanced learning models via meta-knowledge-powered resampler. | 设计元知识驱动的采样器解决类别不平衡问题

💪 🤔 Modern Super Learning with Machine Learning Pipelines

RNA Secondary Structure Prediction using an Ensemble of Two-dimensional Deep Neural Networks and Transfer Learning.

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.

Use machine learning models to detect lies based solely on acoustic speech information

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

Semi-supervised anomaly detection method

Open solution to the Santander Value Prediction Challenge 🐠

Ensemble RNN based neural network for ECG anomaly detection

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

Bayesian Reward Shaping Framework for Deep Reinforcement Learning

Source code and data repository for "Ensembles of knowledge graph embedding models improve predictions for drug discovery"

ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection

Fake News Detection - Feature Extraction using Vectorization such as Count Vectorizer, TFIDF Vectorizer, Hash Vectorizer,. Then used an Ensemble model to classify whether the news is fake or not.

Repository for studies on data visualization in weather/climate science