Reliable Wrist PPG Monitoring by Mitigating Poor Skin Sensor Contact (Nature Scientific Reports)

Official Repository for ICML 2023 paper "Can Neural Network Memorization Be Localized?"

Project for class Machine Learning in summer semester 2025

Q-HEART: ECG Question Answering via Knowledge-Informed Multimodal LLMs (ECAI 2025)

The formal proof of the Kepler conjecture

An ECG Foundation Model: Boosting Masked ECG-Text Auto-Encoders as Discriminative Learners (ICML 2025)

Datasets for time series forecasting

A curated list of awesome Deep Learning theories that shed light on the mysteries of DL

Data visualization tools for Matlab

The implementation for paper Machine Unlearning in Gradient Boosting Decision Trees (Accepted on KDD 2023), supporting training and unlearning.

Collection of important articles to be treated as a textbook

A MATLAB toolbox for exporting publication quality figures

XReason - formal reasoning about explanations for ML models

VIP cheatsheets for Stanford's CS 221 Artificial Intelligence

Official implementation of "RelaxLoss: Defending Membership Inference Attacks without Losing Utility" (ICLR 2022)

A collection of papers of neural-symbolic AI (mainly focus on NLP applications)

A boosting procedure for multitask learning on graph-structured data

A codebase and a curated list of awesome deep long-tailed learning (TPAMI 2023).

Python-MIP: collection of Python tools for the modeling and solution of Mixed-Integer Linear programs

Awesome machine learning for combinatorial optimization papers.

Simple greedy algorithm (CART limited to a fixed depth) for decision tree construction. Used for the course INF2980 (Metaheuristics) in PUC-Rio.

A one header only DBSCAN (N-dimensions support) implementation

Technically-oriented PDF Collection (Papers, Specs, Decks, Manuals, etc)

c++ implementation of decision tree algorithm

Randomized Decision Trees: A Fast C++ Implementation of Random Forests.