A scikit-learn implementation of BOOMER - An Algorithm for Learning Gradient Boosted Multi-label Classification Rules

Extremely simple and fast extreme multi-class and multi-label classifiers.

The official implementation for the paper: "FedMLP: Federated Multi-Label Medical Image Classiffcation under Task Heterogeneity", which is accepted at MICCAI'24 (Early Accept, top 11% in total 2869…

Naive Bayes for Subset Selection (NaiBX): an extension of Naive Bayes to multi-label classification

A survey on learning from imbalanced data streams: taxonomy, challenges, empirical study, and reproducible experimental framework

Official source code for paper: Multi-Label Classification via Incremental Clustering on Evolving Data Stream (https://doi.org/10.1016/j.patcog.2019.06.001)

unofficial Pytorch implementation of ML-ROS in Addressing imbalance in multi-label classification Measures and random resampling algorithms

Official PyTorch implementation of Enhancing Multi-Label Classifcation via Dynamic Label-Order Learning (AAAI 2024)

Predicting the multi-label protein subcellular localization through multi-information fusion and MLSI dimensional-ity reduction based on MLFE classifier

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Matlab codes for feature learning

Acceptance rates for the major AI conferences

The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.

🌟 The Ultimate resources for beginner to advance level projects all at one place 💻 🎯🚀

ML-Crate stands as the ultimate hub for a multitude of exciting ML projects, serving as the go-to resource haven for passionate and dedicated ML enthusiasts!🌟💫 Devfolio URL, https://devfolio.co/pro…

🔥Highlighting the top ML papers every week.

Papers from the computer science community to read and discuss.

A collection of drug discovery, classification and representation learning papers with deep learning.

A collection of research papers for AI-based protein design

A curated list of awesome Bioinformatics libraries and software.

NLP Projects playlist

Embark on a transformative "100 Days of Machine Learning" journey. This curated repository guides enthusiasts through a hands-on approach, covering fundamental ML concepts, algorithms, and applicat…

Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning

"A better world won't come about simply because we use data; data has its dark underside."― Mike Loukides

EPFL Machine Learning Course, Fall 2023