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

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.

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

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

💪 🤔 Modern Super Learning with Machine Learning Pipelines

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

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.

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

Semi-supervised anomaly detection method

Ensemble RNN based neural network for ECG anomaly detection

Open solution to the Santander Value Prediction Challenge 🐠

AICUP 2024 Cross-camera Multiple-object tracking

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

Bayesian Reward Shaping Framework for Deep Reinforcement Learning

ISIC 2019 - Skin Lesion Analysis Towards Melanoma Detection

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

All Classical Machine Learning Algorithms and respective Case Study for each algo type.