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active-learning-for-decision-making

This repository contains the code used in a publication 'Active Learning for Decision-Making from Imbalanced Observational Data', Iiris Sundin, Peter Schulam, Eero Siivola, Aki Vehtari, Suchi Saria and Samuel Kaski. (to appear in ICML 2019). Preprint: https://arxiv.org/abs/1904.05268

audio-autotagging

chord-detection-plugin

A JUCE-based plugin that implements chord detection in VST and standalone versions

compressed-learning-mnist

compressed-sensing-image-reconstruction

Image Reconstruction for JPG using different algorithms

course-selection-system

Design a web-based partial application with Vaadin + MyBatis on Teaching Administration Management, and mainly implement Select-Courses with necessary helper features.

crawl_douban

Fifty thousand movies crawled from Douban movies for data analysis

dcase2021-seld

Repository prepared for the DCASE2021 challenge 3 - Sound events detection and localization

deep-targeted-active-learning

image_process

Quick jigsaw applet for personal micro shop

lanl-earthquake-prediction

address when the earthquake will take place using different machine learning algorithms

leetcode_problems

library-management-system

mathproblemgeneratorsolver

A Math problem Generator， A Math problem Solver，and A Math Answer Checker

melody-generator-from-images

The emotion can be detected from the image and a musical melody that matches the emotion can be generated.

multimodal-fusion-fake-news-detection

pbnn-bo

Bayesian Optimization Augmented with Actively Elicited Expert Knowledge (Huang et al.)

preferential-neural-network

preference learning with Bayesian neural network, also with active learning strategy. Target is to do the user modelling in Human-in-the-Loop Bayesian Optimization

rk-ccsnet

Runge-Kutta Convolutional Compressed Sensing Network for Deep Compressed Sensing

robust-sbi

Learning Robust Statistics for Simulation-Based Inference Under Model Misspecification (Huang et al., Neurips 2023)

tictactoe-game

Design a Tic Tac Toe game using SparkJava, which can run on webpage, and can realize the function of automatic chess. And the robot has different levels of ability to determine whether it is a random agent or AI agent, through the IQ you assign to it.

website

personal website